Index

A

accepted_hooks() (in module PyHydroGeophysX.agents.assistants) active (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileMesh attribute) (PyHydroGeophysX.model_input.conversion.HydroGrid attribute) (PyHydroGeophysX.model_input.HydroGrid attribute) active() (in module PyHydroGeophysX.agents.assistants) adapt_file() (in module PyHydroGeophysX.agents.runtime.adapters) ADAPTABLE_FILES (in module PyHydroGeophysX.agents.runtime.adapters) ADAPTER_RETRY (in module PyHydroGeophysX.agents.runtime.adapters) add_usage_listener() (in module PyHydroGeophysX.llm.runtime_options) add_velocity_interface() (in module PyHydroGeophysX.core) (in module PyHydroGeophysX.core.mesh_utils) ADJUSTABLE (in module PyHydroGeophysX.agents.runtime.recovery) adopt_request_inputs() (in module PyHydroGeophysX.agents.runtime.entry) agent (PyHydroGeophysX.agents.runtime.context.Step attribute) (PyHydroGeophysX.agents.runtime.Step attribute) (PyHydroGeophysX.agents.runtime.Tool attribute) (PyHydroGeophysX.agents.runtime.tools.Tool attribute) agent_kwargs() (in module PyHydroGeophysX.agents.runtime.catalog) AgentCoordinator (class in PyHydroGeophysX.agents.agent_coordinator) AgentResult (class in PyHydroGeophysX.agents.base_agent) aliases (PyHydroGeophysX.model_output.PFLOTRANOutput attribute) (PyHydroGeophysX.workflows.ModuleDescriptor attribute) (PyHydroGeophysX.workflows.registry.ModuleDescriptor attribute) all_chi2 (PyHydroGeophysX.inversion.base.TimeLapseInversionResult attribute) all_coverage (PyHydroGeophysX.inversion.base.TimeLapseInversionResult attribute) allow_uncalibrated (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) ALLOWED_MODULES (in module PyHydroGeophysX.agents.runtime.scratch) alpha (PyHydroGeophysX.data_processing.mt.robust.RegressionResult attribute), [1] analog_lowpass (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) analog_model_points_per_decade (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) analog_points_per_decade (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) angular_frequency (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction property) (PyHydroGeophysX.data_processing.mt.TransferFunction property) (PyHydroGeophysX.workflows.mt.TransferFunction property) Anisotropic1DResult (class in PyHydroGeophysX.data_processing.mt) (class in PyHydroGeophysX.data_processing.mt.inversion1d), [1] anisotropy (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult property) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult property), [1] announced() (in module PyHydroGeophysX.agents.runtime.entry) announcement() (in module PyHydroGeophysX.agents.runtime) (in module PyHydroGeophysX.agents.runtime.modes) AnthropicProvider (class in PyHydroGeophysX.llm.providers) apparent_resistivity() (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction method), [1] (PyHydroGeophysX.data_processing.mt.TransferFunction method) (PyHydroGeophysX.workflows.mt.TransferFunction method) apparent_resistivity_1d() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.forward1d), [1] apparent_resistivity_err() (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction method), [1] (PyHydroGeophysX.data_processing.mt.TransferFunction method) (PyHydroGeophysX.workflows.mt.TransferFunction method) applies (PyHydroGeophysX.agents.runtime.Tool attribute) (PyHydroGeophysX.agents.runtime.tools.Tool attribute)

apply() (PyHydroGeophysX.solvers.linear_solvers.TikhonvRegularization method) (PyHydroGeophysX.solvers.TikhonvRegularization method) apply_changes() (in module PyHydroGeophysX.agents.runtime.recovery) apply_static_shift() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.analysis), [1] (in module PyHydroGeophysX.workflows.mt) apply_structural_weights_to_Wm() (PyHydroGeophysX.inversion.cross_constraints.StructuralConstraint static method) array() (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun method), [1] (PyHydroGeophysX.data_processing.mt.TimeSeriesRun method) (PyHydroGeophysX.workflows.mt.TimeSeriesRun method) artifact_id (PyHydroGeophysX.workflows.ArtifactRef attribute) (PyHydroGeophysX.workflows.models.ArtifactRef attribute) ArtifactRef (class in PyHydroGeophysX.workflows) (class in PyHydroGeophysX.workflows.models) artifacts (PyHydroGeophysX.agents.runtime.context.RunContext attribute) (PyHydroGeophysX.agents.runtime.RunContext attribute) (PyHydroGeophysX.workflows.models.WorkflowRunResult attribute) (PyHydroGeophysX.workflows.WorkflowRunResult attribute) as_blocks() (in module PyHydroGeophysX.llm.providers) as_datetime64() (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] as_pygimli_data() (in module PyHydroGeophysX.agents.runtime.catalog) ask() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) ask_choice() (in module PyHydroGeophysX.agents.runtime.toolbox) ask_long() (in module PyHydroGeophysX.agents.runtime.recovery) assemble_runs() (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] Assistant (class in PyHydroGeophysX.agents.assistants) assistants() (in module PyHydroGeophysX.agents.assistants) ATSOutput (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.ats_output) ATSPorosity (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.ats_output) ATSSaturation (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.ats_output) ATSWaterContent (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.ats_output) attempted() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) auto() (in module PyHydroGeophysX.agents.runtime) (in module PyHydroGeophysX.agents.runtime.modes) availability() (PyHydroGeophysX.agents.assistants.Assistant method) available() (in module PyHydroGeophysX.agents.runtime.studio) (PyHydroGeophysX.agents.runtime.Tool method) (PyHydroGeophysX.agents.runtime.tools.Tool method) (PyHydroGeophysX.llm.cli_providers.CliProvider method) (PyHydroGeophysX.llm.providers.AnthropicProvider method) (PyHydroGeophysX.llm.providers.OpenAICompatibleProvider method) (PyHydroGeophysX.llm.providers.OpenAIProvider method) (PyHydroGeophysX.llm.providers.Provider method) available_methods() (in module PyHydroGeophysX.agents.runtime.catalog) axis() (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult method) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult method), [1] azimuth (PyHydroGeophysX.data_processing.mt.Channel attribute) (PyHydroGeophysX.data_processing.mt.timeseries.Channel attribute)

B

backend_status() (in module PyHydroGeophysX.workflows.em1d) (in module PyHydroGeophysX.workflows.gravmag) BackendUnavailable bahr_skew() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.analysis), [1] Band (class in PyHydroGeophysX.data_processing.mt) (class in PyHydroGeophysX.data_processing.mt.spectra), [1] band_data() (in module PyHydroGeophysX.data_processing.mt.spectra), [1] band_harmonics() (in module PyHydroGeophysX.data_processing.mt.spectra) bands (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) bands_per_decade (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) base_aliases (PyHydroGeophysX.model_output.ATSOutput attribute) BaseAgent (class in PyHydroGeophysX.agents.base_agent) BaseHydroAccessor (class in PyHydroGeophysX.data_access) (class in PyHydroGeophysX.data_access.accessors) BaseVelocityModel (class in PyHydroGeophysX.petrophysics) (class in PyHydroGeophysX.petrophysics.velocity_models) batzle_wang_brine() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.fluid_properties) begin() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) binaryread() (in module PyHydroGeophysX.model_output) (in module PyHydroGeophysX.model_output.water_content)

block_tridiagonal_cholesky_solve() (in module PyHydroGeophysX.solvers.linear_solvers) bounded_influence (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.RegressionConfig attribute) (PyHydroGeophysX.data_processing.mt.robust.RegressionConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) BrieModel (class in PyHydroGeophysX.petrophysics) (class in PyHydroGeophysX.petrophysics.velocity_models) BrineProperties (class in PyHydroGeophysX.petrophysics.fluid_properties) BROKE (in module PyHydroGeophysX.agents.runtime.controller) build_3d_model() (in module PyHydroGeophysX.Geophy_modular.structure_integration) build_cross_gradient_operator() (PyHydroGeophysX.inversion.cross_constraints.StructuralConstraint static method) build_em_config() (in module PyHydroGeophysX.workflows.em1d) build_gravmag_config() (in module PyHydroGeophysX.workflows.gravmag) build_inversion_mesh() (in module PyHydroGeophysX.inversion.ert_mesh) build_linearized_cross_gradient_blocks() (PyHydroGeophysX.inversion.cross_constraints.StructuralConstraint static method) build_local_design_matrix() (PyHydroGeophysX.inversion.cross_constraints.StructuralConstraint static method) build_neighborhood_matrix() (PyHydroGeophysX.inversion.cross_constraints.StructuralConstraint static method) build_petro_config() (in module PyHydroGeophysX.Geophy_modular.ERT_to_WC) build_profile_mesh() (in module PyHydroGeophysX.data_processing.mt.inversion2d), [1] build_seismic3d_config() (in module PyHydroGeophysX.Geophy_modular.structure_integration) build_site_info() (in module PyHydroGeophysX.agents.runtime.catalog) build_srt_mesh() (in module PyHydroGeophysX.inversion.srt_inversion) BUILTIN (in module PyHydroGeophysX.agents.assistants) bulk_cec_to_qv() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.fluid_properties) bulk_modulus (PyHydroGeophysX.petrophysics.fluid_properties.BrineProperties attribute)

C

cache_key() (PyHydroGeophysX.workflows.models.RunContext static method) (PyHydroGeophysX.workflows.RunContext static method) calculate_fluid_modulus() (PyHydroGeophysX.petrophysics.BrieModel method) (PyHydroGeophysX.petrophysics.velocity_models.BrieModel method) calculate_properties() (PyHydroGeophysX.petrophysics.velocity_models.VRHModel method) (PyHydroGeophysX.petrophysics.VRHModel method) calculate_saturated_modulus() (PyHydroGeophysX.petrophysics.BrieModel method) (PyHydroGeophysX.petrophysics.velocity_models.BrieModel method) calculate_saturation() (PyHydroGeophysX.model_output.base.HydroModelOutput method) (PyHydroGeophysX.model_output.HydroModelOutput method) calculate_velocity() (PyHydroGeophysX.petrophysics.BaseVelocityModel method) (PyHydroGeophysX.petrophysics.DEMModel method) (PyHydroGeophysX.petrophysics.HertzMindlinModel method) (PyHydroGeophysX.petrophysics.velocity_models.BaseVelocityModel method) (PyHydroGeophysX.petrophysics.velocity_models.DEMModel method) (PyHydroGeophysX.petrophysics.velocity_models.HertzMindlinModel method) (PyHydroGeophysX.petrophysics.velocity_models.VRHModel method) (PyHydroGeophysX.petrophysics.VRHModel method) calibrate_to_reference() (in module PyHydroGeophysX.workflows.em1d) calibrated() (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun method), [1] (PyHydroGeophysX.data_processing.mt.TimeSeriesRun method) (PyHydroGeophysX.workflows.mt.TimeSeriesRun method) call() (in module PyHydroGeophysX.agents.runtime.studio) cancelled() (PyHydroGeophysX.workflows.models.RunContext method) (PyHydroGeophysX.workflows.RunContext method) cap_images() (in module PyHydroGeophysX.llm.providers) catalog() (in module PyHydroGeophysX.agents.runtime.studio) center() (PyHydroGeophysX.data_processing.mt.Band method) (PyHydroGeophysX.data_processing.mt.spectra.Band method), [1] centers (PyHydroGeophysX.model_input.conversion.HydroGrid attribute) (PyHydroGeophysX.model_input.HydroGrid attribute) CGLSSolver (class in PyHydroGeophysX.solvers) (class in PyHydroGeophysX.solvers.linear_solvers) Channel (class in PyHydroGeophysX.data_processing.mt) (class in PyHydroGeophysX.data_processing.mt.timeseries), [1] channels (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun attribute) (PyHydroGeophysX.workflows.mt.TimeSeriesRun attribute) check_login() (in module PyHydroGeophysX.llm.cli_setup) check_script() (in module PyHydroGeophysX.agents.runtime.scratch) check_source() (in module PyHydroGeophysX.agents.runtime.adapters) checkpoint() (PyHydroGeophysX.agents.runtime.steering.Steering method) checksum (PyHydroGeophysX.workflows.ArtifactRef attribute) (PyHydroGeophysX.workflows.models.ArtifactRef attribute) chi2 (PyHydroGeophysX.inversion.ert_inversion.ERTRun attribute) (PyHydroGeophysX.inversion.fdem_inversion.FDEMInversionResult attribute) (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversionResult attribute) chi2_ert (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) chi2_srt (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) CLAUDE_UNCAPPED_TOKENS (in module PyHydroGeophysX.agents.base_agent) ClaudeCodeProvider (class in PyHydroGeophysX.llm.cli_providers) clear_cache() (PyHydroGeophysX.data_access.accessors.HttpHydroAccessor method) (PyHydroGeophysX.data_access.HttpHydroAccessor method) cli_failure() (in module PyHydroGeophysX.llm.cli_providers) CLIP_LEVEL (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] CliProvider (class in PyHydroGeophysX.llm.cli_providers) code (PyHydroGeophysX.workflows.walkthrough.Step attribute) CodexCliProvider (class in PyHydroGeophysX.llm.cli_providers) coefficients (PyHydroGeophysX.data_processing.mt.robust.RegressionResult attribute) (PyHydroGeophysX.data_processing.mt.spectra.LevelSpectra attribute) coherence (PyHydroGeophysX.data_processing.mt.robust.RegressionResult attribute) collect() (in module PyHydroGeophysX.agents.runtime.modes) colors (PyHydroGeophysX.agents.assistants.Assistant attribute) column_norms() (PyHydroGeophysX.solvers.linear_solvers.StackedSystem method) columns() (PyHydroGeophysX.solvers.linear_solvers.StackedSystem method) command (PyHydroGeophysX.llm.cli_providers.ClaudeCodeProvider attribute) (PyHydroGeophysX.llm.cli_providers.CliProvider attribute) (PyHydroGeophysX.llm.cli_providers.CodexCliProvider attribute) compare_inversions_to_hydro() (PyHydroGeophysX.inversion.cross_constraints.PetrophysicalCoupling static method)

COMPILED_ENV (in module PyHydroGeophysX.forward.tdem_forward) complete() (PyHydroGeophysX.llm.cli_providers.CliProvider method) (PyHydroGeophysX.llm.providers.AnthropicProvider method) (PyHydroGeophysX.llm.providers.OpenAIProvider method) (PyHydroGeophysX.llm.providers.Provider method) completion() (in module PyHydroGeophysX.agents.runtime) (in module PyHydroGeophysX.agents.runtime.modes) component (PyHydroGeophysX.data_processing.mt.Channel attribute) (PyHydroGeophysX.data_processing.mt.timeseries.Channel attribute) COMPONENT_ALIASES (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] components (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun property) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun property) (PyHydroGeophysX.workflows.mt.TimeSeriesRun property) compute_cumulative_sensitivity() (in module PyHydroGeophysX.analysis) (in module PyHydroGeophysX.analysis.sensitivity) compute_depth_of_investigation() (in module PyHydroGeophysX.analysis) (in module PyHydroGeophysX.analysis.sensitivity) compute_jacobian() (PyHydroGeophysX.inversion.base.InversionBase method) compute_resolution_matrix() (in module PyHydroGeophysX.analysis) (in module PyHydroGeophysX.analysis.sensitivity) config (PyHydroGeophysX.agents.runtime.context.RunContext attribute) (PyHydroGeophysX.agents.runtime.RunContext attribute) configure() (in module PyHydroGeophysX.agents.assistants.geosage.workflow) conjugated() (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction method), [1] (PyHydroGeophysX.data_processing.mt.TransferFunction method) (PyHydroGeophysX.workflows.mt.TransferFunction method) ContextInputAgent (class in PyHydroGeophysX.agents.context_input_agent) contiguous_blocks() (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] ControlFile (class in PyHydroGeophysX.agents.runtime.steering) CONTROLLER_PROMPT (in module PyHydroGeophysX.agents.assistants.geosage.workflow) converged (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.Occam1DResult attribute) convergence (PyHydroGeophysX.inversion.ert_inversion.ERTRun attribute) convergence_history (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversionResult attribute) copy() (PyHydroGeophysX.data_processing.mt.Channel method) (PyHydroGeophysX.data_processing.mt.timeseries.Channel method) (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction method) (PyHydroGeophysX.data_processing.mt.TransferFunction method) (PyHydroGeophysX.workflows.mt.TransferFunction method) cost_estimate_usd (PyHydroGeophysX.agents.base_agent.AgentResult attribute) coverage (PyHydroGeophysX.inversion.base.InversionResult attribute) (PyHydroGeophysX.inversion.ert_inversion.ERTRun attribute) create_combined_timelapse_gif() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.animation) create_difference_gif() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.animation) create_from_ert_data() (PyHydroGeophysX.core.mesh_utils.MeshCreator method) (PyHydroGeophysX.core.MeshCreator method) create_from_layers() (PyHydroGeophysX.core.mesh_utils.MeshCreator method) (PyHydroGeophysX.core.MeshCreator method) create_mesh_from_layers() (in module PyHydroGeophysX.core) (in module PyHydroGeophysX.core.mesh_utils) create_regularization_matrix() (PyHydroGeophysX.solvers.linear_solvers.TikhonvRegularization method) (PyHydroGeophysX.solvers.TikhonvRegularization method) create_surface_lines() (in module PyHydroGeophysX.core) (in module PyHydroGeophysX.core.interpolation) create_synthetic_data() (PyHydroGeophysX.forward.ert_forward.ERTForwardModeling class method) (PyHydroGeophysX.forward.srt_forward.SeismicForwardModeling class method) create_tdem_survey() (in module PyHydroGeophysX.forward.tdem_forward) create_time_lapse_animation() (PyHydroGeophysX.inversion.base.TimeLapseInversionResult method) create_timelapse_gif() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.animation) create_timelapse_mp4() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.animation) createTriangles() (in module PyHydroGeophysX.core.mesh_utils) current (in module PyHydroGeophysX.agents.runtime.steering) (in module PyHydroGeophysX.agents.runtime.studio)

D

data (PyHydroGeophysX.agents.base_agent.AgentResult attribute) (PyHydroGeophysX.data_processing.mt.Channel attribute) (PyHydroGeophysX.data_processing.mt.timeseries.Channel attribute) data_per_site (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileInversionResult attribute), [1] DataFusionAgent (class in PyHydroGeophysX.agents.data_fusion_agent) decimation_factor (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.spectra.SpectraConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) declination (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TimeSeriesRun attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) declined() (in module PyHydroGeophysX.agents.runtime.toolbox) default_bands() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.spectra), [1] DEFAULT_EFFORT (in module PyHydroGeophysX.llm.providers) DEFAULT_FINISH (in module PyHydroGeophysX.agents.runtime.controller) default_inputs() (in module PyHydroGeophysX.workflows.walkthrough) DEFAULT_INSTRUMENT (in module PyHydroGeophysX.agents.runtime.catalog) DEFAULT_KEY (in module PyHydroGeophysX.agents.assistants) DEFAULT_KRIGING (in module PyHydroGeophysX.Geophy_modular.structure_integration) DEFAULT_LAYER_DISTRIBUTIONS (in module PyHydroGeophysX.Geophy_modular.ERT_to_WC) DEFAULT_LAYER_PARAMS (PyHydroGeophysX.agents.petrophysics_agent.PetrophysicsAgent attribute) DEFAULT_MAX_STEPS (in module PyHydroGeophysX.agents.runtime.controller) DEFAULT_REQUEST_TIMEOUT_S (in module PyHydroGeophysX.llm.providers) DEFAULT_TIMEOUT_S (in module PyHydroGeophysX.agents.runtime.scratch) DEMModel (class in PyHydroGeophysX.petrophysics) (class in PyHydroGeophysX.petrophysics.velocity_models) density (PyHydroGeophysX.petrophysics.fluid_properties.BrineProperties attribute) dependencies (PyHydroGeophysX.workflows.models.WorkflowSpec attribute) (PyHydroGeophysX.workflows.WorkflowSpec attribute) depth (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult property) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult property), [1] (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult property), [1] (PyHydroGeophysX.data_processing.mt.Occam1DResult property)

depth_profile() (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult method), [1] (PyHydroGeophysX.data_processing.mt.Occam1DResult method) derive_markers_from_interface() (in module PyHydroGeophysX.Geophy_modular.ERT_to_WC) describe_compact() (in module PyHydroGeophysX.agents.runtime.studio) describe_for_user() (in module PyHydroGeophysX.agents.runtime.scratch) describe_value() (in module PyHydroGeophysX.agents.runtime.toolbox) description (PyHydroGeophysX.agents.runtime.context.Step attribute) (PyHydroGeophysX.agents.runtime.Step attribute) (PyHydroGeophysX.agents.runtime.Tool attribute) (PyHydroGeophysX.agents.runtime.tools.Tool attribute) (PyHydroGeophysX.workflows.registry.WorkflowDescriptor attribute) (PyHydroGeophysX.workflows.WorkflowDescriptor attribute) descriptions (PyHydroGeophysX.agents.runtime.context.RunContext attribute) (PyHydroGeophysX.agents.runtime.RunContext attribute) determinant() (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction method), [1] (PyHydroGeophysX.data_processing.mt.TransferFunction method) (PyHydroGeophysX.workflows.mt.TransferFunction method) diagnose() (in module PyHydroGeophysX.agents.runtime.recovery) dipole_length (PyHydroGeophysX.data_processing.mt.Channel attribute) (PyHydroGeophysX.data_processing.mt.timeseries.Channel attribute) dipole_stage() (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] direct_solver() (in module PyHydroGeophysX.solvers) (in module PyHydroGeophysX.solvers.linear_solvers) distance (PyHydroGeophysX.model_input.conversion.MappedField attribute) (PyHydroGeophysX.model_input.MappedField attribute) domain (PyHydroGeophysX.agents.assistants.Assistant attribute) downstream() (in module PyHydroGeophysX.agents.runtime.toolbox) draw_first_picks() (PyHydroGeophysX.forward.srt_forward.SeismicForwardModeling static method) drive() (in module PyHydroGeophysX.agents.runtime.entry) drop_borrowed_ert_files() (in module PyHydroGeophysX.agents.context_input_agent) drop_saturated (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) drop_unstated_petrophysics() (in module PyHydroGeophysX.agents.context_input_agent) duration (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun property), [1] (PyHydroGeophysX.data_processing.mt.TimeSeriesRun property) (PyHydroGeophysX.workflows.mt.TimeSeriesRun property)

E

elapsed() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) elapsed_seconds (PyHydroGeophysX.agents.base_agent.AgentResult attribute) elevation (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TimeSeriesRun attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) end (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun property), [1] (PyHydroGeophysX.data_processing.mt.TimeSeriesRun property) (PyHydroGeophysX.workflows.mt.TimeSeriesRun property) ended (PyHydroGeophysX.agents.runtime.context.RunContext attribute) (PyHydroGeophysX.agents.runtime.RunContext attribute) engine (PyHydroGeophysX.inversion.multi_method.GeophysicalInversion property) EnsembleKalmanFilter (class in PyHydroGeophysX.assimilation) (class in PyHydroGeophysX.assimilation.enkf) ensure_geometric_factors() (in module PyHydroGeophysX.inversion.ert_inversion) ENTRY_POINT_GROUP (in module PyHydroGeophysX.agents.assistants) env_key (PyHydroGeophysX.llm.providers.AnthropicProvider attribute) (PyHydroGeophysX.llm.providers.OpenAICompatibleProvider attribute) (PyHydroGeophysX.llm.providers.OpenAIProvider attribute) error (PyHydroGeophysX.agents.base_agent.AgentResult attribute) (PyHydroGeophysX.agents.runtime.context.Step attribute) (PyHydroGeophysX.agents.runtime.Step attribute) error_fix_hint (PyHydroGeophysX.agents.base_agent.AgentResult attribute) ERROR_SOURCES (in module PyHydroGeophysX.inversion.ert_inversion) ert_coverage (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) ert_log_resistivity (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) ERT_PAGE_LAYOUTS (in module PyHydroGeophysX.Geophy_modular.ERT_to_WC) ert_predicted (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) ert_resistivity (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) ertforandjac() (in module PyHydroGeophysX.forward.ert_forward) ertforandjac2() (in module PyHydroGeophysX.forward.ert_forward) ertforward() (in module PyHydroGeophysX.forward.ert_forward) ertforward2() (in module PyHydroGeophysX.forward.ert_forward) ERTForwardModeling (class in PyHydroGeophysX.forward.ert_forward) ERTInversion (class in PyHydroGeophysX.inversion.ert_inversion) ERTInversionAgent (class in PyHydroGeophysX.agents.ert_inversion_agent) ERTLoaderAgent (class in PyHydroGeophysX.agents.ert_loader_agent) ERTRun (class in PyHydroGeophysX.inversion.ert_inversion) ERTtoWC (class in PyHydroGeophysX.Geophy_modular) ESMDA (class in PyHydroGeophysX.assimilation) (class in PyHydroGeophysX.assimilation.enkf) estimate_data_scale() (in module PyHydroGeophysX.workflows.em1d)

estimate_static_shift() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.analysis), [1] (in module PyHydroGeophysX.workflows.mt) example_catalog() (in module PyHydroGeophysX.workflows.em1d) examples (PyHydroGeophysX.agents.assistants.Assistant attribute) execute() (PyHydroGeophysX.agents.base_agent.BaseAgent method) (PyHydroGeophysX.agents.context_input_agent.ContextInputAgent method) (PyHydroGeophysX.agents.data_fusion_agent.DataFusionAgent method) (PyHydroGeophysX.agents.ert_inversion_agent.ERTInversionAgent method) (PyHydroGeophysX.agents.ert_loader_agent.ERTLoaderAgent method) (PyHydroGeophysX.agents.inversion_evaluation_agent.InversionEvaluationAgent method) (PyHydroGeophysX.agents.petrophysics_agent.PetrophysicsAgent method) (PyHydroGeophysX.agents.seismic_agent.SeismicAgent method) (PyHydroGeophysX.agents.structure_constraint_agent.StructureConstraintAgent method) (PyHydroGeophysX.agents.tdem_agent.TDEMAgent method) (PyHydroGeophysX.agents.water_content_agent.WaterContentAgent method) execute_full_workflow() (PyHydroGeophysX.agents.data_fusion_agent.DataFusionAgent method) execute_workflow() (PyHydroGeophysX.agents.agent_coordinator.AgentCoordinator method) EXHAUSTED (in module PyHydroGeophysX.agents.runtime.controller) EXIT_WITH_PARENT_ENV (in module PyHydroGeophysX.workflows.cli) explain_config() (PyHydroGeophysX.agents.context_input_agent.ContextInputAgent method) export_mesh_to_vtk() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.vtk_export) export_model_bundle() (in module PyHydroGeophysX.agents.runtime.catalog) export_points_to_vtk() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.vtk_export) export_structured_vtk() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.vtk_export) export_structured_vtk_multi() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.vtk_export) export_timelapse_structured_vtk() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.vtk_export) export_timelapse_vtk() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.vtk_export) export_workflow_bundle() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.bundle) extra_tools() (in module PyHydroGeophysX.agents.runtime.toolbox) extract_line_structure() (in module PyHydroGeophysX.Geophy_modular.structure_integration) extract_model_summary() (in module PyHydroGeophysX.Geophy_modular.ERT_to_WC) extract_point_series() (in module PyHydroGeophysX.Geophy_modular.ERT_to_WC) extract_profile() (in module PyHydroGeophysX.workflows.gravmag) extract_time_series() (PyHydroGeophysX.Geophy_modular.ERTtoWC method) extract_velocity_interface() (in module PyHydroGeophysX.core) (in module PyHydroGeophysX.core.mesh_utils) extract_velocity_structure() (in module PyHydroGeophysX.Geophy_modular) (in module PyHydroGeophysX.Geophy_modular.seismic_processor)

F

fdem_forward() (in module PyHydroGeophysX.workflows.em1d) fdem_invert() (in module PyHydroGeophysX.workflows.em1d) FDEMForwardModeling (class in PyHydroGeophysX.forward.fdem_forward) FDEMInversion (class in PyHydroGeophysX.inversion.fdem_inversion) FDEMInversionResult (class in PyHydroGeophysX.inversion.fdem_inversion) FDEMSurveyConfig (class in PyHydroGeophysX.forward.fdem_forward) FEET_PER_METRE (in module PyHydroGeophysX.visualization.axis_units) FIELD_TO_OHM (in module PyHydroGeophysX.data_processing.mt.transfer_function), [1] file_checksum() (in module PyHydroGeophysX.workflows.models) fill_holes_2d() (in module PyHydroGeophysX.core.mesh_utils) final_model (PyHydroGeophysX.inversion.base.InversionResult attribute) final_models (PyHydroGeophysX.inversion.base.TimeLapseInversionResult attribute) find_executable() (in module PyHydroGeophysX.llm.cli_setup) find_model_files() (in module PyHydroGeophysX.Geophy_modular.ERT_to_WC) find_node() (in module PyHydroGeophysX.llm.cli_setup) find_velocity_files() (in module PyHydroGeophysX.Geophy_modular.structure_integration) finish() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) FINISHED (in module PyHydroGeophysX.agents.runtime.controller) first (PyHydroGeophysX.data_processing.mt.Band attribute) (PyHydroGeophysX.data_processing.mt.spectra.Band attribute) FLEXIBLE_MAX_STEPS (in module PyHydroGeophysX.agents.runtime.controller) focused_workspace (PyHydroGeophysX.agents.assistants.Assistant attribute) folder_classifier (PyHydroGeophysX.agents.assistants.Assistant attribute) FORBIDDEN (in module PyHydroGeophysX.agents.runtime.adapters) FORBIDDEN_NAMES (in module PyHydroGeophysX.agents.runtime.scratch) forced_choice() (in module PyHydroGeophysX.agents.runtime.controller) forecast() (PyHydroGeophysX.assimilation.enkf.EnsembleKalmanFilter method) (PyHydroGeophysX.assimilation.EnsembleKalmanFilter method) format (PyHydroGeophysX.workflows.ArtifactRef attribute) (PyHydroGeophysX.workflows.models.ArtifactRef attribute) forward() (PyHydroGeophysX.forward.ert_forward.ERTForwardModeling method) (PyHydroGeophysX.forward.fdem_forward.FDEMForwardModeling method) (PyHydroGeophysX.forward.srt_forward.SeismicForwardModeling method) (PyHydroGeophysX.forward.tdem_forward.TDEMForwardModeling method) forward_and_jacobian() (PyHydroGeophysX.forward.ert_forward.ERTForwardModeling method) forward_bodies() (in module PyHydroGeophysX.workflows.gravmag) forward_operator (PyHydroGeophysX.assimilation.enkf.HydroGeophysObsOperator attribute) (PyHydroGeophysX.assimilation.HydroGeophysObsOperator attribute)

forward_profile() (in module PyHydroGeophysX.data_processing.mt.inversion2d), [1] forward_with_noise() (PyHydroGeophysX.forward.fdem_forward.FDEMForwardModeling method) (PyHydroGeophysX.forward.tdem_forward.TDEMForwardModeling method) frequencies (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileInversionResult attribute) (PyHydroGeophysX.forward.fdem_forward.FDEMSurveyConfig attribute) (PyHydroGeophysX.inversion.fdem_inversion.FDEMInversionResult attribute) frequencies() (PyHydroGeophysX.data_processing.mt.Band method) (PyHydroGeophysX.data_processing.mt.spectra.Band method) frequency (PyHydroGeophysX.data_processing.mt.inversion1d.Sounding1D attribute) (PyHydroGeophysX.data_processing.mt.ResponseStage attribute) (PyHydroGeophysX.data_processing.mt.Sounding1D attribute) (PyHydroGeophysX.data_processing.mt.timeseries.ResponseStage attribute) (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) frequency_range (PyHydroGeophysX.data_processing.mt.ResponseStage property) (PyHydroGeophysX.data_processing.mt.timeseries.ResponseStage property), [1] from_amplitude_phase() (PyHydroGeophysX.data_processing.mt.ResponseStage class method) (PyHydroGeophysX.data_processing.mt.timeseries.ResponseStage class method) from_apparent_resistivity() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.transfer_function), [1] from_conductivity_model() (PyHydroGeophysX.inversion.cross_constraints.StructuralConstraint static method) from_dict() (PyHydroGeophysX.agents.base_agent.AgentResult class method) (PyHydroGeophysX.workflows.ArtifactRef class method) (PyHydroGeophysX.workflows.models.ArtifactRef class method) (PyHydroGeophysX.workflows.models.WorkflowRunResult class method) (PyHydroGeophysX.workflows.models.WorkflowSpec class method) (PyHydroGeophysX.workflows.WorkflowRunResult class method) (PyHydroGeophysX.workflows.WorkflowSpec class method) from_modflow() (PyHydroGeophysX.model_input.conversion.HydroGrid class method) (PyHydroGeophysX.model_input.HydroGrid class method) from_parflow() (PyHydroGeophysX.model_input.conversion.HydroGrid class method) (PyHydroGeophysX.model_input.HydroGrid class method) from_path() (PyHydroGeophysX.workflows.ArtifactRef class method) (PyHydroGeophysX.workflows.models.ArtifactRef class method) from_velocity_model() (PyHydroGeophysX.inversion.cross_constraints.StructuralConstraint static method) fusion_account() (in module PyHydroGeophysX.agents.runtime.catalog) fusion_pattern() (in module PyHydroGeophysX.agents.runtime.catalog) FUSION_PATTERNS (PyHydroGeophysX.agents.data_fusion_agent.DataFusionAgent attribute)

G

gain (PyHydroGeophysX.data_processing.mt.ResponseStage attribute) (PyHydroGeophysX.data_processing.mt.timeseries.ResponseStage attribute) gate_close (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) gate_open (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) gate_quadrature_order (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) gate_report() (in module PyHydroGeophysX.workflows.em1d) GATE_SHAPE_NAMES (in module PyHydroGeophysX.forward.tdem_forward) gate_window (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) gate_window_par (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) GATE_WINDOWS (in module PyHydroGeophysX.forward.tdem_forward) generalized_solver() (in module PyHydroGeophysX.solvers) (in module PyHydroGeophysX.solvers.linear_solvers) generate_notebook() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.walkthrough) generate_python() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.codegen) generate_walkthrough() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.walkthrough) GEOMETRIC_FACTOR_POLICIES (in module PyHydroGeophysX.inversion.ert_inversion) GeophysicalInversion (class in PyHydroGeophysX.inversion.multi_method) get() (PyHydroGeophysX.agents.base_agent.AgentResult method) (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) get_assistant() (in module PyHydroGeophysX.agents.assistants) get_available_patterns() (PyHydroGeophysX.agents.data_fusion_agent.DataFusionAgent method) get_context() (PyHydroGeophysX.agents.base_agent.BaseAgent method) get_coverage() (PyHydroGeophysX.forward.ert_forward.ERTForwardModeling method) get_length_unit() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.axis_units) get_manifest_entry() (in module PyHydroGeophysX.data_access) (in module PyHydroGeophysX.data_access.accessors)

get_optimal_solver() (in module PyHydroGeophysX.solvers) (in module PyHydroGeophysX.solvers.linear_solvers) get_pfb_dimensions() (PyHydroGeophysX.model_output.parflow_output.ParflowOutput method) get_statistics() (PyHydroGeophysX.Geophy_modular.ERTtoWC method) get_times() (PyHydroGeophysX.forward.tdem_forward.TDEMForwardModeling method) get_timestep_info() (PyHydroGeophysX.model_output.base.HydroModelOutput method) (PyHydroGeophysX.model_output.HydroModelOutput method) (PyHydroGeophysX.model_output.MODFLOWPorosity method) (PyHydroGeophysX.model_output.MODFLOWWaterContent method) (PyHydroGeophysX.model_output.parflow_output.ParflowPorosity method) (PyHydroGeophysX.model_output.parflow_output.ParflowSaturation method) (PyHydroGeophysX.model_output.ParflowPorosity method) (PyHydroGeophysX.model_output.ParflowSaturation method) (PyHydroGeophysX.model_output.water_content.MODFLOWPorosity method) (PyHydroGeophysX.model_output.water_content.MODFLOWWaterContent method) get_workflow() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.registry) get_workflow_summary() (PyHydroGeophysX.agents.agent_coordinator.AgentCoordinator method) gpr_from_reply() (in module PyHydroGeophysX.agents.context_input_agent) gpr_recipe() (in module PyHydroGeophysX.agents.runtime.catalog) gpr_velocity() (in module PyHydroGeophysX.agents.runtime.catalog) gps_leap_seconds() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] gps_seconds_to_utc() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] gravity_prism() (in module PyHydroGeophysX.workflows.gravmag) gravity_sphere() (in module PyHydroGeophysX.workflows.gravmag) grid_data() (in module PyHydroGeophysX.workflows.gravmag) ground_centers (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileMesh property) guidance (PyHydroGeophysX.agents.runtime.context.RunContext attribute) (PyHydroGeophysX.agents.runtime.RunContext attribute)

H

handler (PyHydroGeophysX.agents.runtime.Tool attribute) (PyHydroGeophysX.agents.runtime.tools.Tool attribute) handler_path (PyHydroGeophysX.workflows.registry.WorkflowDescriptor attribute) (PyHydroGeophysX.workflows.WorkflowDescriptor attribute) harmonics (PyHydroGeophysX.data_processing.mt.spectra.LevelSpectra attribute) harmonics() (PyHydroGeophysX.data_processing.mt.Band method) (PyHydroGeophysX.data_processing.mt.spectra.Band method) has() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) has_image() (in module PyHydroGeophysX.llm.providers) has_impedance (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction property) (PyHydroGeophysX.data_processing.mt.TransferFunction property) (PyHydroGeophysX.workflows.mt.TransferFunction property) has_tipper (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction property) (PyHydroGeophysX.data_processing.mt.TransferFunction property) (PyHydroGeophysX.workflows.mt.TransferFunction property) HertzMindlinModel (class in PyHydroGeophysX.petrophysics) (class in PyHydroGeophysX.petrophysics.velocity_models) history (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileInversionResult attribute) (PyHydroGeophysX.data_processing.mt.Occam1DResult attribute)

HttpHydroAccessor (class in PyHydroGeophysX.data_access) (class in PyHydroGeophysX.data_access.accessors) huber (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.RegressionConfig attribute) (PyHydroGeophysX.data_processing.mt.robust.RegressionConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) hydro_to_ert() (in module PyHydroGeophysX.Hydro_modular.hydro_to_ert) hydro_to_fdem() (in module PyHydroGeophysX.Hydro_modular) (PyHydroGeophysX.forward.fdem_forward.FDEMForwardModeling static method) hydro_to_gravity() (in module PyHydroGeophysX.Hydro_modular) hydro_to_srt() (in module PyHydroGeophysX.Hydro_modular.hydro_to_srt) hydro_to_tdem() (in module PyHydroGeophysX.forward.tdem_forward) (in module PyHydroGeophysX.Hydro_modular) HydroGeophysObsOperator (class in PyHydroGeophysX.assimilation) (class in PyHydroGeophysX.assimilation.enkf) HydroGrid (class in PyHydroGeophysX.model_input) (class in PyHydroGeophysX.model_input.conversion) HydroModelOutput (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.base)

I

id (PyHydroGeophysX.llm.cli_providers.ClaudeCodeProvider attribute) (PyHydroGeophysX.llm.cli_providers.CodexCliProvider attribute) (PyHydroGeophysX.llm.providers.AnthropicProvider attribute) (PyHydroGeophysX.llm.providers.OpenAICompatibleProvider attribute) (PyHydroGeophysX.llm.providers.OpenAIProvider attribute) (PyHydroGeophysX.llm.providers.Provider attribute) image_block() (in module PyHydroGeophysX.llm.providers) IMAGE_PLACEHOLDER (in module PyHydroGeophysX.llm.providers) impedance_1d() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.forward1d), [1] imported_modules() (in module PyHydroGeophysX.agents.runtime.scratch) imports (PyHydroGeophysX.workflows.walkthrough.Walkthrough attribute) induction_arrows() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.analysis), [1] input_paths() (in module PyHydroGeophysX.agents.runtime.recovery) input_roles (PyHydroGeophysX.agents.assistants.Assistant attribute) input_units (PyHydroGeophysX.data_processing.mt.ResponseStage attribute) (PyHydroGeophysX.data_processing.mt.timeseries.ResponseStage attribute) inputs (PyHydroGeophysX.workflows.models.WorkflowSpec attribute) (PyHydroGeophysX.workflows.walkthrough.Walkthrough attribute) (PyHydroGeophysX.workflows.WorkflowSpec attribute) inspect_artifact() (in module PyHydroGeophysX.agents.runtime.toolbox) install_cli() (in module PyHydroGeophysX.llm.cli_setup) install_root() (in module PyHydroGeophysX.llm.cli_setup) instrument (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun attribute) (PyHydroGeophysX.workflows.mt.TimeSeriesRun attribute) instrument_model_points_per_decade (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) instrument_points_per_decade (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) interface_coords() (in module PyHydroGeophysX.agents.runtime.catalog) interfaces_from_model() (PyHydroGeophysX.agents.seismic_agent.SeismicAgent method) interpolate_3d_data() (PyHydroGeophysX.core.interpolation.ProfileInterpolator method) (PyHydroGeophysX.core.ProfileInterpolator method) interpolate_layer_data() (PyHydroGeophysX.core.interpolation.ProfileInterpolator method) (PyHydroGeophysX.core.ProfileInterpolator method) interpolate_structure_to_profile() (in module PyHydroGeophysX.core) (in module PyHydroGeophysX.core.interpolation) interpolate_to_mesh() (in module PyHydroGeophysX.core) (in module PyHydroGeophysX.core.interpolation) (PyHydroGeophysX.core.interpolation.ProfileInterpolator method) (PyHydroGeophysX.core.ProfileInterpolator method) interpolate_to_profile() (in module PyHydroGeophysX.core) (in module PyHydroGeophysX.core.interpolation) interpret_resistivity() (in module PyHydroGeophysX.model_input) (in module PyHydroGeophysX.model_input.conversion) inverse_signal_power (PyHydroGeophysX.data_processing.mt.robust.RegressionResult attribute) (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute)

InversionBackendUnavailable InversionBase (class in PyHydroGeophysX.inversion.base) InversionEvaluationAgent (class in PyHydroGeophysX.agents.inversion_evaluation_agent) InversionResult (class in PyHydroGeophysX.inversion.base) invert_gravmag() (in module PyHydroGeophysX.workflows.gravmag) invert_line() (in module PyHydroGeophysX.workflows.em1d) invert_profile() (in module PyHydroGeophysX.data_processing.mt.inversion2d), [1] invoke() (in module PyHydroGeophysX.agents.runtime.tools) ion_charge() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.fluid_properties) is_ats_file() (in module PyHydroGeophysX.data_processing.mt.metronix) is_calibrated (PyHydroGeophysX.data_processing.mt.Channel property) (PyHydroGeophysX.data_processing.mt.timeseries.Channel property), [1] is_edi_file() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.edi), [1] is_emtf_xml_file() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.emtf_xml) is_jfile() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.jfile) is_lemi424_file() (in module PyHydroGeophysX.data_processing.mt.lemi) is_phoenix_legacy_file() (in module PyHydroGeophysX.data_processing.mt.phoenix_legacy) is_phoenix_recording() (in module PyHydroGeophysX.data_processing.mt.phoenix) is_plain_data() (in module PyHydroGeophysX.workflows.objects) is_table (PyHydroGeophysX.data_processing.mt.ResponseStage property) (PyHydroGeophysX.data_processing.mt.timeseries.ResponseStage property) is_temcompany_source() (in module PyHydroGeophysX.workflows.em1d) is_transfer_function_file() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.io) is_ttem_source() (in module PyHydroGeophysX.workflows.em1d) is_z3d_file() (in module PyHydroGeophysX.data_processing.mt.zonge) is_zfile() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.zfile) items() (PyHydroGeophysX.agents.base_agent.AgentResult method) iter_artifact_refs() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.models) iteration_chi2 (PyHydroGeophysX.inversion.base.InversionResult attribute) iteration_data_errors (PyHydroGeophysX.inversion.base.InversionResult attribute) iteration_history (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) iteration_models (PyHydroGeophysX.inversion.base.InversionResult attribute) iterations (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.robust.RegressionResult attribute) (PyHydroGeophysX.inversion.ert_inversion.ERTRun attribute) (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversionResult attribute) IterativeRefinement (class in PyHydroGeophysX.solvers) (class in PyHydroGeophysX.solvers.linear_solvers)

J

jackknife (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) jackknife_groups (PyHydroGeophysX.data_processing.mt.RegressionConfig attribute) (PyHydroGeophysX.data_processing.mt.robust.RegressionConfig attribute)

jackknife_variance (PyHydroGeophysX.data_processing.mt.robust.RegressionResult attribute), [1] JointERTSRTInversion (class in PyHydroGeophysX.inversion.joint_ert_srt) JointERTSRTResult (class in PyHydroGeophysX.inversion.joint_ert_srt)

K

keepalive_http_client() (in module PyHydroGeophysX.llm.providers) KEEPALIVE_S (in module PyHydroGeophysX.llm.providers) key (PyHydroGeophysX.agents.assistants.Assistant attribute) keys() (PyHydroGeophysX.agents.base_agent.AgentResult method)

kind (PyHydroGeophysX.data_processing.mt.Channel property) (PyHydroGeophysX.data_processing.mt.timeseries.Channel property) (PyHydroGeophysX.workflows.ArtifactRef attribute) (PyHydroGeophysX.workflows.models.ArtifactRef attribute)

L

l2_conductivity (PyHydroGeophysX.inversion.fdem_inversion.FDEMInversionResult attribute) (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversionResult attribute) l2_model (PyHydroGeophysX.inversion.fdem_inversion.FDEMInversionResult attribute) (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversionResult attribute) label (PyHydroGeophysX.agents.runtime.Tool attribute) (PyHydroGeophysX.agents.runtime.tools.Tool attribute) (PyHydroGeophysX.llm.cli_providers.ClaudeCodeProvider attribute) (PyHydroGeophysX.llm.cli_providers.CodexCliProvider attribute) (PyHydroGeophysX.llm.providers.AnthropicProvider attribute) (PyHydroGeophysX.llm.providers.OpenAICompatibleProvider attribute) (PyHydroGeophysX.llm.providers.OpenAIProvider attribute) (PyHydroGeophysX.llm.providers.Provider attribute) lam (PyHydroGeophysX.inversion.ert_inversion.ERTRun attribute) last (PyHydroGeophysX.data_processing.mt.Band attribute) (PyHydroGeophysX.data_processing.mt.spectra.Band attribute) latitude (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TimeSeriesRun attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) layer_markers() (in module PyHydroGeophysX.Geophy_modular.ERT_to_WC) LAYER_RANGE_KEYS (in module PyHydroGeophysX.agents.petrophysics_agent) layer_thicknesses() (in module PyHydroGeophysX.data_processing.mt.inversion1d), [1] LEGACY_ENV (in module PyHydroGeophysX.agents.runtime.entry) legacy_payload() (PyHydroGeophysX.workflows.models.WorkflowRunResult method) (PyHydroGeophysX.workflows.WorkflowRunResult method) length_factor() (in module PyHydroGeophysX.visualization.axis_units) length_label() (in module PyHydroGeophysX.visualization.axis_units) length_unit() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.axis_units) LENGTH_UNITS (in module PyHydroGeophysX.visualization.axis_units) level (PyHydroGeophysX.data_processing.mt.Band attribute) (PyHydroGeophysX.data_processing.mt.spectra.Band attribute) (PyHydroGeophysX.data_processing.mt.spectra.LevelSpectra attribute) LevelSpectra (class in PyHydroGeophysX.data_processing.mt.spectra), [1] leverage_cutoff (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.RegressionConfig attribute) (PyHydroGeophysX.data_processing.mt.robust.RegressionConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) leverage_probability (PyHydroGeophysX.data_processing.mt.RegressionConfig attribute) (PyHydroGeophysX.data_processing.mt.robust.RegressionConfig attribute) line() (PyHydroGeophysX.agents.runtime.context.Step method) (PyHydroGeophysX.agents.runtime.Step method) linearized_posterior() (in module PyHydroGeophysX.uncertainty) (in module PyHydroGeophysX.uncertainty.posterior) LinearSolver (class in PyHydroGeophysX.solvers) (class in PyHydroGeophysX.solvers.linear_solvers) list_available_items() (PyHydroGeophysX.data_access.accessors.BaseHydroAccessor method) (PyHydroGeophysX.data_access.accessors.HttpHydroAccessor method) (PyHydroGeophysX.data_access.accessors.LocalHydroAccessor method) (PyHydroGeophysX.data_access.BaseHydroAccessor method) (PyHydroGeophysX.data_access.HttpHydroAccessor method) (PyHydroGeophysX.data_access.LocalHydroAccessor method) list_codex_models() (in module PyHydroGeophysX.llm.cli_models) list_workflows() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.registry) llm_enabled (PyHydroGeophysX.agents.base_agent.BaseAgent property) llm_interpretation (PyHydroGeophysX.agents.base_agent.AgentResult attribute) llm_usage_ledger (PyHydroGeophysX.agents.base_agent.BaseAgent attribute) load() (PyHydroGeophysX.inversion.base.InversionResult class method) (PyHydroGeophysX.inversion.base.TimeLapseInversionResult class method) load_errors() (in module PyHydroGeophysX.agents.assistants)

load_handler() (PyHydroGeophysX.workflows.registry.WorkflowDescriptor method) (PyHydroGeophysX.workflows.WorkflowDescriptor method) load_inversion_mesh() (in module PyHydroGeophysX.inversion.ert_mesh) load_line_geometry() (in module PyHydroGeophysX.workflows.em1d) load_manifest() (in module PyHydroGeophysX.data_access) (in module PyHydroGeophysX.data_access.accessors) load_mask() (PyHydroGeophysX.model_output.parflow_output.ParflowPorosity method) (PyHydroGeophysX.model_output.ParflowPorosity method) load_object() (PyHydroGeophysX.workflows.models.RunContext method) (PyHydroGeophysX.workflows.RunContext method) load_objects() (in module PyHydroGeophysX.workflows.objects) load_porosity() (PyHydroGeophysX.model_output.MODFLOWPorosity method) (PyHydroGeophysX.model_output.parflow_output.ParflowPorosity method) (PyHydroGeophysX.model_output.ParflowPorosity method) (PyHydroGeophysX.model_output.water_content.MODFLOWPorosity method) load_recipe() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.recipe) load_runs() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] (in module PyHydroGeophysX.workflows.mt) load_sounding() (in module PyHydroGeophysX.workflows.em1d) load_sounding_container() (in module PyHydroGeophysX.workflows.em1d) load_temcompany_sounding() (in module PyHydroGeophysX.workflows.em1d) load_time_range() (PyHydroGeophysX.model_output.base.HydroModelOutput method) (PyHydroGeophysX.model_output.HydroModelOutput method) (PyHydroGeophysX.model_output.MODFLOWPorosity method) (PyHydroGeophysX.model_output.MODFLOWWaterContent method) (PyHydroGeophysX.model_output.parflow_output.ParflowPorosity method) (PyHydroGeophysX.model_output.parflow_output.ParflowSaturation method) (PyHydroGeophysX.model_output.ParflowPorosity method) (PyHydroGeophysX.model_output.ParflowSaturation method) (PyHydroGeophysX.model_output.water_content.MODFLOWPorosity method) (PyHydroGeophysX.model_output.water_content.MODFLOWWaterContent method) load_timestep() (PyHydroGeophysX.model_output.base.HydroModelOutput method) (PyHydroGeophysX.model_output.HydroModelOutput method) (PyHydroGeophysX.model_output.MODFLOWPorosity method) (PyHydroGeophysX.model_output.MODFLOWWaterContent method) (PyHydroGeophysX.model_output.parflow_output.ParflowPorosity method) (PyHydroGeophysX.model_output.parflow_output.ParflowSaturation method) (PyHydroGeophysX.model_output.ParflowPorosity method) (PyHydroGeophysX.model_output.ParflowSaturation method) (PyHydroGeophysX.model_output.water_content.MODFLOWPorosity method) (PyHydroGeophysX.model_output.water_content.MODFLOWWaterContent method) load_tools() (PyHydroGeophysX.agents.assistants.Assistant method) load_ttem_sounding() (in module PyHydroGeophysX.workflows.em1d) load_workflow() (PyHydroGeophysX.agents.assistants.Assistant method) LocalHydroAccessor (class in PyHydroGeophysX.data_access) (class in PyHydroGeophysX.data_access.accessors) log_bands() (in module PyHydroGeophysX.data_processing.mt.spectra), [1] log_rho (PyHydroGeophysX.data_processing.mt.inversion1d.Sounding1D attribute) (PyHydroGeophysX.data_processing.mt.Sounding1D attribute) log_rho_err (PyHydroGeophysX.data_processing.mt.inversion1d.Sounding1D attribute) (PyHydroGeophysX.data_processing.mt.Sounding1D attribute) login_hint (PyHydroGeophysX.llm.cli_providers.ClaudeCodeProvider attribute) (PyHydroGeophysX.llm.cli_providers.CliProvider attribute) (PyHydroGeophysX.llm.cli_providers.CodexCliProvider attribute) longitude (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TimeSeriesRun attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) looks_left() (in module PyHydroGeophysX.agents.runtime.toolbox) LSQRSolver (class in PyHydroGeophysX.solvers) (class in PyHydroGeophysX.solvers.linear_solvers)

M

magnetic_dipole() (in module PyHydroGeophysX.workflows.gravmag) main() (in module PyHydroGeophysX.workflows.cli) make_ask() (in module PyHydroGeophysX.agents.runtime.entry) make_provider() (in module PyHydroGeophysX.llm.providers) managed_executable() (in module PyHydroGeophysX.llm.cli_setup) manager (PyHydroGeophysX.inversion.ert_inversion.ERTRun attribute) map_to_hydro_grid() (in module PyHydroGeophysX.model_input) (in module PyHydroGeophysX.model_input.conversion) MappedField (class in PyHydroGeophysX.model_input) (class in PyHydroGeophysX.model_input.conversion) mark_zone_interfaces() (in module PyHydroGeophysX.inversion.ert_mesh) materialize() (PyHydroGeophysX.data_access.accessors.BaseHydroAccessor method) (PyHydroGeophysX.data_access.accessors.HttpHydroAccessor method) (PyHydroGeophysX.data_access.accessors.LocalHydroAccessor method) (PyHydroGeophysX.data_access.BaseHydroAccessor method) (PyHydroGeophysX.data_access.HttpHydroAccessor method) (PyHydroGeophysX.data_access.LocalHydroAccessor method) MAX_INSPECTIONS (in module PyHydroGeophysX.agents.runtime.toolbox) max_iterations (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.RegressionConfig attribute) (PyHydroGeophysX.data_processing.mt.robust.RegressionConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) MAX_LOOP_ERRORS (in module PyHydroGeophysX.agents.runtime.entry) MAX_MESH_QUALITY (in module PyHydroGeophysX.inversion.ert_mesh) MAX_PROPOSALS (in module PyHydroGeophysX.agents.runtime.toolbox) MAX_RECOVERIES (in module PyHydroGeophysX.agents.runtime.recovery) MAX_SCRIPT_FIXES (in module PyHydroGeophysX.agents.runtime.recovery) MAX_SOURCE_CHARS (in module PyHydroGeophysX.agents.runtime.scratch) menu() (in module PyHydroGeophysX.agents.runtime.tools) merge_estimates() (in module PyHydroGeophysX.data_processing.mt.processing), [1] merge_outputs() (in module PyHydroGeophysX.agents.runtime.context) mesh (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileMesh attribute) (PyHydroGeophysX.inversion.base.InversionResult attribute) (PyHydroGeophysX.inversion.ert_inversion.ERTRun attribute) (PyHydroGeophysX.inversion.fdem_inversion.FDEMInversionResult attribute) (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversionResult attribute) mesh_filename (PyHydroGeophysX.model_output.ats_output.ATSOutput property) (PyHydroGeophysX.model_output.ATSOutput property) mesh_preview() (in module PyHydroGeophysX.inversion.ert_mesh) MESH_SUFFIXES (in module PyHydroGeophysX.inversion.ert_mesh) MeshCreator (class in PyHydroGeophysX.core) (class in PyHydroGeophysX.core.mesh_utils) meta (PyHydroGeophysX.inversion.base.InversionResult attribute) (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) metadata (PyHydroGeophysX.data_processing.mt.Channel attribute) (PyHydroGeophysX.data_processing.mt.ResponseStage attribute) (PyHydroGeophysX.data_processing.mt.timeseries.Channel attribute) (PyHydroGeophysX.data_processing.mt.timeseries.ResponseStage attribute) (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.ArtifactRef attribute) (PyHydroGeophysX.workflows.models.ArtifactRef attribute) (PyHydroGeophysX.workflows.models.WorkflowSpec attribute) (PyHydroGeophysX.workflows.mt.TimeSeriesRun attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.WorkflowSpec attribute) metrics (PyHydroGeophysX.inversion.ert_inversion.ERTRun attribute) (PyHydroGeophysX.workflows.models.WorkflowRunResult attribute) (PyHydroGeophysX.workflows.WorkflowRunResult attribute) min_coherence (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) min_points (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) min_reference_coherence (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) min_windows (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.spectra.SpectraConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) missing() (PyHydroGeophysX.agents.runtime.Tool method) (PyHydroGeophysX.agents.runtime.tools.Tool method) model (PyHydroGeophysX.inversion.ert_inversion.ERTRun attribute) (PyHydroGeophysX.llm.providers.Provider property) model_arrays() (in module PyHydroGeophysX.workflows.em1d) MODEL_BUNDLE_DIR (in module PyHydroGeophysX.agents.runtime.catalog) model_depth_profile() (in module PyHydroGeophysX.workflows.em1d) MODEL_FILES (in module PyHydroGeophysX.Geophy_modular.ERT_to_WC) MODEL_PRICES_USD_PER_MTOK (in module PyHydroGeophysX.llm.providers) model_resolution_spread() (in module PyHydroGeophysX.uncertainty) (in module PyHydroGeophysX.uncertainty.posterior) MODEL_TIERS (in module PyHydroGeophysX.llm.providers) modes (PyHydroGeophysX.data_processing.mt.inversion1d.Sounding1D attribute) (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileInversionResult attribute) (PyHydroGeophysX.data_processing.mt.Sounding1D attribute) MODFLOWPorosity (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.water_content) MODFLOWWaterContent (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.water_content) module PyHydroGeophysX.agents.agent_coordinator PyHydroGeophysX.agents.assistants PyHydroGeophysX.agents.assistants.aquah PyHydroGeophysX.agents.assistants.aquah.workflow PyHydroGeophysX.agents.assistants.geosage PyHydroGeophysX.agents.assistants.geosage.tools PyHydroGeophysX.agents.assistants.geosage.workflow PyHydroGeophysX.agents.base_agent PyHydroGeophysX.agents.context_input_agent PyHydroGeophysX.agents.data_fusion_agent PyHydroGeophysX.agents.ert_inversion_agent PyHydroGeophysX.agents.ert_loader_agent PyHydroGeophysX.agents.inversion_evaluation_agent PyHydroGeophysX.agents.petrophysics_agent PyHydroGeophysX.agents.runtime PyHydroGeophysX.agents.runtime.adapters PyHydroGeophysX.agents.runtime.catalog PyHydroGeophysX.agents.runtime.context PyHydroGeophysX.agents.runtime.controller PyHydroGeophysX.agents.runtime.entry PyHydroGeophysX.agents.runtime.modes PyHydroGeophysX.agents.runtime.recovery PyHydroGeophysX.agents.runtime.scratch PyHydroGeophysX.agents.runtime.steering PyHydroGeophysX.agents.runtime.studio PyHydroGeophysX.agents.runtime.toolbox PyHydroGeophysX.agents.runtime.tools PyHydroGeophysX.agents.seismic_agent PyHydroGeophysX.agents.structure_constraint_agent PyHydroGeophysX.agents.tdem_agent PyHydroGeophysX.agents.water_content_agent PyHydroGeophysX.analysis PyHydroGeophysX.analysis.sensitivity PyHydroGeophysX.assimilation PyHydroGeophysX.assimilation.enkf PyHydroGeophysX.core PyHydroGeophysX.core.interpolation PyHydroGeophysX.core.mesh_utils PyHydroGeophysX.data_access PyHydroGeophysX.data_access.accessors PyHydroGeophysX.data_processing.mt, [1] PyHydroGeophysX.data_processing.mt.analysis, [1] PyHydroGeophysX.data_processing.mt.edi, [1] PyHydroGeophysX.data_processing.mt.emtf_xml, [1] PyHydroGeophysX.data_processing.mt.forward1d, [1] PyHydroGeophysX.data_processing.mt.inversion1d, [1] PyHydroGeophysX.data_processing.mt.inversion2d, [1] PyHydroGeophysX.data_processing.mt.io, [1] PyHydroGeophysX.data_processing.mt.jfile, [1] PyHydroGeophysX.data_processing.mt.lemi, [1] PyHydroGeophysX.data_processing.mt.metronix, [1] PyHydroGeophysX.data_processing.mt.phoenix, [1] PyHydroGeophysX.data_processing.mt.phoenix_legacy, [1] PyHydroGeophysX.data_processing.mt.processing, [1] PyHydroGeophysX.data_processing.mt.robust, [1] PyHydroGeophysX.data_processing.mt.spectra, [1] PyHydroGeophysX.data_processing.mt.timeseries, [1] PyHydroGeophysX.data_processing.mt.transfer_function, [1] PyHydroGeophysX.data_processing.mt.zfile, [1] PyHydroGeophysX.data_processing.mt.zonge, [1] PyHydroGeophysX.forward.ert_forward PyHydroGeophysX.forward.fdem_forward PyHydroGeophysX.forward.srt_forward PyHydroGeophysX.forward.tdem_forward PyHydroGeophysX.Geophy_modular PyHydroGeophysX.Geophy_modular.ERT_to_WC PyHydroGeophysX.Geophy_modular.seismic_processor PyHydroGeophysX.Geophy_modular.structure_integration PyHydroGeophysX.Hydro_modular PyHydroGeophysX.Hydro_modular.hydro_to_ert PyHydroGeophysX.Hydro_modular.hydro_to_srt PyHydroGeophysX.inversion.base PyHydroGeophysX.inversion.cross_constraints PyHydroGeophysX.inversion.ert_inversion PyHydroGeophysX.inversion.ert_mesh PyHydroGeophysX.inversion.fdem_inversion PyHydroGeophysX.inversion.joint_ert_srt PyHydroGeophysX.inversion.multi_method PyHydroGeophysX.inversion.srt_inversion PyHydroGeophysX.inversion.srt_time_lapse PyHydroGeophysX.inversion.tdem_inversion PyHydroGeophysX.inversion.time_lapse PyHydroGeophysX.inversion.windowed PyHydroGeophysX.llm PyHydroGeophysX.llm.cli_models PyHydroGeophysX.llm.cli_providers PyHydroGeophysX.llm.cli_setup PyHydroGeophysX.llm.providers PyHydroGeophysX.llm.runtime_options PyHydroGeophysX.model_input PyHydroGeophysX.model_input.conversion PyHydroGeophysX.model_input.writers PyHydroGeophysX.model_output PyHydroGeophysX.model_output.ats_output PyHydroGeophysX.model_output.base PyHydroGeophysX.model_output.parflow_output PyHydroGeophysX.model_output.pflotran_output PyHydroGeophysX.model_output.water_content PyHydroGeophysX.petrophysics PyHydroGeophysX.petrophysics.fluid_properties PyHydroGeophysX.petrophysics.resistivity_models PyHydroGeophysX.petrophysics.velocity_models PyHydroGeophysX.solvers PyHydroGeophysX.solvers.linear_solvers PyHydroGeophysX.uncertainty PyHydroGeophysX.uncertainty.posterior PyHydroGeophysX.visualization PyHydroGeophysX.visualization.animation PyHydroGeophysX.visualization.axis_units PyHydroGeophysX.visualization.mt_plots PyHydroGeophysX.visualization.multi_method PyHydroGeophysX.visualization.plotting PyHydroGeophysX.visualization.vtk_export PyHydroGeophysX.workflows PyHydroGeophysX.workflows.bundle PyHydroGeophysX.workflows.cli PyHydroGeophysX.workflows.codegen PyHydroGeophysX.workflows.domain PyHydroGeophysX.workflows.em1d PyHydroGeophysX.workflows.gravmag PyHydroGeophysX.workflows.models PyHydroGeophysX.workflows.mt PyHydroGeophysX.workflows.objects PyHydroGeophysX.workflows.recipe PyHydroGeophysX.workflows.registry PyHydroGeophysX.workflows.runner PyHydroGeophysX.workflows.walkthrough

module (PyHydroGeophysX.agents.runtime.Tool attribute) (PyHydroGeophysX.agents.runtime.tools.Tool attribute) module_descriptor_for() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.registry) module_key (PyHydroGeophysX.workflows.registry.WorkflowDescriptor attribute) (PyHydroGeophysX.workflows.WorkflowDescriptor attribute) ModuleDescriptor (class in PyHydroGeophysX.workflows) (class in PyHydroGeophysX.workflows.registry) mt_files() (in module PyHydroGeophysX.agents.runtime.catalog) mu (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.Occam1DResult attribute) multi_window (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) multitaper_above (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) multitaper_periods (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) multitaper_tapers (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute)

N

n_data (PyHydroGeophysX.data_processing.mt.inversion1d.Sounding1D property) (PyHydroGeophysX.data_processing.mt.Sounding1D property) (PyHydroGeophysX.forward.tdem_forward.TDEMForwardModeling property) n_frequencies (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction property) (PyHydroGeophysX.data_processing.mt.TransferFunction property) (PyHydroGeophysX.workflows.mt.TransferFunction property) n_levels (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) n_levels_for() (in module PyHydroGeophysX.data_processing.mt.spectra), [1] n_samples (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun property) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun property) (PyHydroGeophysX.workflows.mt.TimeSeriesRun property) name (PyHydroGeophysX.agents.assistants.Assistant attribute) (PyHydroGeophysX.agents.runtime.Tool attribute) (PyHydroGeophysX.agents.runtime.tools.Tool attribute) (PyHydroGeophysX.data_processing.mt.ResponseStage attribute) (PyHydroGeophysX.data_processing.mt.timeseries.ResponseStage attribute) navigation_key (PyHydroGeophysX.workflows.ModuleDescriptor attribute) (PyHydroGeophysX.workflows.registry.ModuleDescriptor attribute) navigation_key_for() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.registry) next_by_policy() (in module PyHydroGeophysX.agents.runtime.controller) next_suggested_action (PyHydroGeophysX.agents.base_agent.AgentResult attribute)

niblett_bostick() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.analysis), [1] (in module PyHydroGeophysX.workflows.mt) noise_alpha (PyHydroGeophysX.data_processing.mt.RegressionConfig attribute) (PyHydroGeophysX.data_processing.mt.robust.RegressionConfig attribute) noise_classes (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.RegressionConfig attribute) (PyHydroGeophysX.data_processing.mt.robust.RegressionConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.robust.RegressionResult attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) normal_matrix() (PyHydroGeophysX.solvers.linear_solvers.StackedSystem method) normalise_provider_id() (in module PyHydroGeophysX.llm.providers) normalize_component() (in module PyHydroGeophysX.data_processing.mt.timeseries) normalize_length_unit() (in module PyHydroGeophysX.visualization.axis_units) not_delivered_items() (in module PyHydroGeophysX.agents.runtime.catalog) note (PyHydroGeophysX.workflows.walkthrough.Step attribute) note() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) npm_entry (PyHydroGeophysX.llm.cli_providers.ClaudeCodeProvider attribute) (PyHydroGeophysX.llm.cli_providers.CliProvider attribute) (PyHydroGeophysX.llm.cli_providers.CodexCliProvider attribute) npm_package (PyHydroGeophysX.llm.cli_providers.ClaudeCodeProvider attribute) (PyHydroGeophysX.llm.cli_providers.CliProvider attribute) (PyHydroGeophysX.llm.cli_providers.CodexCliProvider attribute)

O

object_cache (PyHydroGeophysX.workflows.models.RunContext attribute) (PyHydroGeophysX.workflows.RunContext attribute) objective_function() (PyHydroGeophysX.inversion.base.InversionBase method) objects (PyHydroGeophysX.workflows.models.WorkflowRunResult attribute) (PyHydroGeophysX.workflows.WorkflowRunResult attribute) objects_folder() (in module PyHydroGeophysX.workflows.objects) OBJECTS_SCHEMA (in module PyHydroGeophysX.workflows.objects) observed (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileInversionResult attribute) occam1d() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.inversion1d), [1] (in module PyHydroGeophysX.workflows.mt) occam1d_anisotropic() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.inversion1d), [1] Occam1DResult (class in PyHydroGeophysX.data_processing.mt) (class in PyHydroGeophysX.data_processing.mt.inversion1d), [1] offer() (PyHydroGeophysX.agents.runtime.Tool method) (PyHydroGeophysX.agents.runtime.tools.Tool method)

offline_workflow (PyHydroGeophysX.agents.assistants.Assistant attribute) openai_options() (in module PyHydroGeophysX.llm.runtime_options) OpenAICompatibleProvider (class in PyHydroGeophysX.llm.providers) OpenAIProvider (class in PyHydroGeophysX.llm.providers) ordered_roles (PyHydroGeophysX.agents.assistants.Assistant attribute) output_cell_centers() (PyHydroGeophysX.model_output.ats_output.ATSOutput method) (PyHydroGeophysX.model_output.ATSOutput method) (PyHydroGeophysX.model_output.pflotran_output.PFLOTRANOutput method) (PyHydroGeophysX.model_output.PFLOTRANOutput method) output_dir (PyHydroGeophysX.workflows.models.RunContext attribute) (PyHydroGeophysX.workflows.RunContext attribute) output_units (PyHydroGeophysX.data_processing.mt.ResponseStage attribute) (PyHydroGeophysX.data_processing.mt.timeseries.ResponseStage attribute) overlap (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.spectra.SpectraConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute)

P

parameters (PyHydroGeophysX.workflows.models.WorkflowSpec attribute) (PyHydroGeophysX.workflows.WorkflowSpec attribute) parameters() (PyHydroGeophysX.workflows.walkthrough.Walkthrough method) ParflowOutput (class in PyHydroGeophysX.model_output.parflow_output) ParflowPorosity (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.parflow_output) ParflowSaturation (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.parflow_output) parse_request() (PyHydroGeophysX.agents.context_input_agent.ContextInputAgent method) parse_workers (PyHydroGeophysX.agents.context_input_agent.ContextInputAgent attribute) path (PyHydroGeophysX.workflows.ArtifactRef attribute) (PyHydroGeophysX.workflows.models.ArtifactRef attribute) path_env (PyHydroGeophysX.llm.cli_providers.ClaudeCodeProvider attribute) (PyHydroGeophysX.llm.cli_providers.CliProvider attribute) (PyHydroGeophysX.llm.cli_providers.CodexCliProvider attribute) pause() (PyHydroGeophysX.agents.runtime.steering.Steering method) paused (PyHydroGeophysX.agents.runtime.steering.Steering property) period (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction property) (PyHydroGeophysX.data_processing.mt.TransferFunction property) (PyHydroGeophysX.workflows.mt.TransferFunction property) periodic_cycles (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) periodic_interference() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] periodic_noise (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) periodic_where_found (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) PERSONA (in module PyHydroGeophysX.agents.assistants.aquah) persona (PyHydroGeophysX.agents.assistants.Assistant attribute) petro_transform (PyHydroGeophysX.assimilation.enkf.HydroGeophysObsOperator attribute) (PyHydroGeophysX.assimilation.HydroGeophysObsOperator attribute) PetrophysicalCoupling (class in PyHydroGeophysX.inversion.cross_constraints) PetrophysicsAgent (class in PyHydroGeophysX.agents.petrophysics_agent) PFLOTRANOutput (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.pflotran_output) PFLOTRANPorosity (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.pflotran_output) PFLOTRANSaturation (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.pflotran_output) PFLOTRANWaterContent (class in PyHydroGeophysX.model_output) (class in PyHydroGeophysX.model_output.pflotran_output) phase (PyHydroGeophysX.data_processing.mt.inversion1d.Sounding1D attribute) (PyHydroGeophysX.data_processing.mt.Sounding1D attribute) phase() (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction method), [1] (PyHydroGeophysX.data_processing.mt.TransferFunction method) (PyHydroGeophysX.workflows.mt.TransferFunction method) phase_err (PyHydroGeophysX.data_processing.mt.inversion1d.Sounding1D attribute) (PyHydroGeophysX.data_processing.mt.Sounding1D attribute) phase_err() (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction method), [1] (PyHydroGeophysX.data_processing.mt.TransferFunction method) (PyHydroGeophysX.workflows.mt.TransferFunction method) phase_tensor() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.analysis), [1] (in module PyHydroGeophysX.workflows.mt) phoenix_coil_calibrations() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.phoenix), [1] physical_units (PyHydroGeophysX.data_processing.mt.Channel property) (PyHydroGeophysX.data_processing.mt.timeseries.Channel property), [1] pick_travel_times() (PyHydroGeophysX.agents.seismic_agent.SeismicAgent method) plain_error() (in module PyHydroGeophysX.agents.runtime.catalog) plan() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) plot_apparent_resistivity_pseudosection() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.plotting) plot_apparent_resistivity_timelapse() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.plotting) plot_convergence() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.plotting) (PyHydroGeophysX.inversion.base.InversionResult method) plot_coverage() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.plotting) plot_cross_section_with_wells() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.multi_method) plot_depth_slices() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.multi_method) plot_difference_map() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.plotting) plot_electrode_layout() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.plotting) plot_em_data_fit() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.multi_method) plot_em_fit_and_residuals() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.multi_method) plot_em_residuals() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.multi_method) plot_hydro_vs_geophys() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.multi_method) plot_layered_profiles() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.multi_method) plot_model() (PyHydroGeophysX.inversion.base.InversionResult method) plot_model_section() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.plotting) plot_monitoring_timeseries() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.plotting) plot_mt_dimensionality() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.mt_plots) plot_mt_model_1d() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.mt_plots) plot_mt_pseudosection() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.mt_plots) plot_mt_section() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.mt_plots) plot_mt_sounding() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.mt_plots) plot_multi_method_panel() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.multi_method) plot_petrophysical_scatter() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.multi_method) plot_phase_tensor_pseudosection() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.mt_plots) plot_pseudosection_matrix() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.plotting) plot_result() (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversion method) plot_sensitivity_map() (in module PyHydroGeophysX.analysis) (in module PyHydroGeophysX.analysis.sensitivity) plot_signal_and_noise() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.multi_method) plot_time_lapse_panel() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.multi_method) plot_time_series() (in module PyHydroGeophysX.Geophy_modular) plot_time_slice() (PyHydroGeophysX.inversion.base.TimeLapseInversionResult method) plot_timelapse_snapshots() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.plotting) plot_topography() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.plotting) plot_water_content() (PyHydroGeophysX.Geophy_modular.ERTtoWC method) poll() (PyHydroGeophysX.agents.runtime.steering.Steering method) POLL_S (PyHydroGeophysX.agents.runtime.steering.Steering attribute) pore_fluid_conductivity() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.fluid_properties) powerline (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) powerline_frequency() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] predicted (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileInversionResult attribute) (PyHydroGeophysX.data_processing.mt.Occam1DResult attribute) predicted_data (PyHydroGeophysX.inversion.base.InversionResult attribute) (PyHydroGeophysX.inversion.fdem_inversion.FDEMInversionResult attribute) (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversionResult attribute) prepare() (PyHydroGeophysX.workflows.models.RunContext method) (PyHydroGeophysX.workflows.RunContext method) prepare_2D_profile_data() (in module PyHydroGeophysX.core) (in module PyHydroGeophysX.core.interpolation) prepare_cli() (in module PyHydroGeophysX.llm.cli_setup) prepare_hydro_updates() (in module PyHydroGeophysX.model_input) (in module PyHydroGeophysX.model_input.conversion) preset_inversion() (in module PyHydroGeophysX.workflows.em1d) presort_windows (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) preview_config() (PyHydroGeophysX.agents.context_input_agent.ContextInputAgent method) preview_workflow() (PyHydroGeophysX.agents.agent_coordinator.AgentCoordinator method) prewarm() (in module PyHydroGeophysX.llm.providers) prewhiten (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.spectra.SpectraConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) price_label() (in module PyHydroGeophysX.llm.providers) PROCEED (in module PyHydroGeophysX.agents.runtime.controller) process_mt() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.processing), [1] (in module PyHydroGeophysX.workflows.mt) process_seismic_tomography() (in module PyHydroGeophysX.Geophy_modular) (in module PyHydroGeophysX.Geophy_modular.seismic_processor) ProcessingConfig (class in PyHydroGeophysX.data_processing.mt) (class in PyHydroGeophysX.data_processing.mt.processing), [1] (class in PyHydroGeophysX.workflows.mt) produced (PyHydroGeophysX.agents.runtime.context.Step attribute) (PyHydroGeophysX.agents.runtime.Step attribute) PRODUCERS (in module PyHydroGeophysX.agents.runtime.catalog) produces (PyHydroGeophysX.agents.runtime.Tool attribute) (PyHydroGeophysX.agents.runtime.tools.Tool attribute) profile (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileInversionResult attribute) PROFILE_FREQUENCY_TOLERANCE (in module PyHydroGeophysX.data_processing.mt.inversion2d), [1] PROFILE_INTERPOLATION_SPAN (in module PyHydroGeophysX.data_processing.mt.inversion2d), [1] ProfileInterpolator (class in PyHydroGeophysX.core) (class in PyHydroGeophysX.core.interpolation) ProfileInversionResult (class in PyHydroGeophysX.data_processing.mt.inversion2d), [1] ProfileMesh (class in PyHydroGeophysX.data_processing.mt.inversion2d), [1] progress() (PyHydroGeophysX.workflows.models.RunContext method) (PyHydroGeophysX.workflows.RunContext method) project_root (PyHydroGeophysX.workflows.models.RunContext attribute) (PyHydroGeophysX.workflows.RunContext attribute) PROJECTED (in module PyHydroGeophysX.agents.runtime.context) projected() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) propagate_petro_uncertainty() (in module PyHydroGeophysX.uncertainty) (in module PyHydroGeophysX.uncertainty.posterior) proposable (PyHydroGeophysX.agents.runtime.Tool attribute) (PyHydroGeophysX.agents.runtime.tools.Tool attribute) proposals (PyHydroGeophysX.agents.runtime.context.RunContext attribute) (PyHydroGeophysX.agents.runtime.RunContext attribute) proposals_left() (in module PyHydroGeophysX.agents.runtime.toolbox) propose() (in module PyHydroGeophysX.agents.runtime.adapters) (in module PyHydroGeophysX.agents.runtime.toolbox) provenance (PyHydroGeophysX.workflows.models.WorkflowRunResult attribute) (PyHydroGeophysX.workflows.WorkflowRunResult attribute) Provider (class in PyHydroGeophysX.llm.providers) PROVIDER_ALIASES (in module PyHydroGeophysX.llm.providers) provider_has_tiers() (in module PyHydroGeophysX.llm.providers) providers (PyHydroGeophysX.agents.assistants.Assistant attribute) purpose (PyHydroGeophysX.agents.runtime.context.Step attribute) (PyHydroGeophysX.agents.runtime.Step attribute) put() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) PyHydroGeophysX.agents.agent_coordinator module PyHydroGeophysX.agents.assistants module PyHydroGeophysX.agents.assistants.aquah module PyHydroGeophysX.agents.assistants.aquah.workflow module PyHydroGeophysX.agents.assistants.geosage module PyHydroGeophysX.agents.assistants.geosage.tools module PyHydroGeophysX.agents.assistants.geosage.workflow module PyHydroGeophysX.agents.base_agent module PyHydroGeophysX.agents.context_input_agent module PyHydroGeophysX.agents.data_fusion_agent module PyHydroGeophysX.agents.ert_inversion_agent module

PyHydroGeophysX.agents.ert_loader_agent module PyHydroGeophysX.agents.inversion_evaluation_agent module PyHydroGeophysX.agents.petrophysics_agent module PyHydroGeophysX.agents.runtime module PyHydroGeophysX.agents.runtime.adapters module PyHydroGeophysX.agents.runtime.catalog module PyHydroGeophysX.agents.runtime.context module PyHydroGeophysX.agents.runtime.controller module PyHydroGeophysX.agents.runtime.entry module PyHydroGeophysX.agents.runtime.modes module PyHydroGeophysX.agents.runtime.recovery module PyHydroGeophysX.agents.runtime.scratch module PyHydroGeophysX.agents.runtime.steering module PyHydroGeophysX.agents.runtime.studio module PyHydroGeophysX.agents.runtime.toolbox module PyHydroGeophysX.agents.runtime.tools module PyHydroGeophysX.agents.seismic_agent module PyHydroGeophysX.agents.structure_constraint_agent module PyHydroGeophysX.agents.tdem_agent module PyHydroGeophysX.agents.water_content_agent module PyHydroGeophysX.analysis module PyHydroGeophysX.analysis.sensitivity module PyHydroGeophysX.assimilation module PyHydroGeophysX.assimilation.enkf module PyHydroGeophysX.core module PyHydroGeophysX.core.interpolation module PyHydroGeophysX.core.mesh_utils module PyHydroGeophysX.data_access module PyHydroGeophysX.data_access.accessors module PyHydroGeophysX.data_processing.mt module, [1] PyHydroGeophysX.data_processing.mt.analysis module, [1] PyHydroGeophysX.data_processing.mt.edi module, [1] PyHydroGeophysX.data_processing.mt.emtf_xml module, [1] PyHydroGeophysX.data_processing.mt.forward1d module, [1] PyHydroGeophysX.data_processing.mt.inversion1d module, [1] PyHydroGeophysX.data_processing.mt.inversion2d module, [1] PyHydroGeophysX.data_processing.mt.io module, [1] PyHydroGeophysX.data_processing.mt.jfile module, [1] PyHydroGeophysX.data_processing.mt.lemi module, [1] PyHydroGeophysX.data_processing.mt.metronix module, [1] PyHydroGeophysX.data_processing.mt.phoenix module, [1] PyHydroGeophysX.data_processing.mt.phoenix_legacy module, [1] PyHydroGeophysX.data_processing.mt.processing module, [1] PyHydroGeophysX.data_processing.mt.robust module, [1] PyHydroGeophysX.data_processing.mt.spectra module, [1] PyHydroGeophysX.data_processing.mt.timeseries module, [1] PyHydroGeophysX.data_processing.mt.transfer_function module, [1] PyHydroGeophysX.data_processing.mt.zfile module, [1] PyHydroGeophysX.data_processing.mt.zonge module, [1] PyHydroGeophysX.forward.ert_forward module PyHydroGeophysX.forward.fdem_forward module PyHydroGeophysX.forward.srt_forward module PyHydroGeophysX.forward.tdem_forward module PyHydroGeophysX.Geophy_modular module PyHydroGeophysX.Geophy_modular.ERT_to_WC module PyHydroGeophysX.Geophy_modular.seismic_processor module PyHydroGeophysX.Geophy_modular.structure_integration module PyHydroGeophysX.Hydro_modular module PyHydroGeophysX.Hydro_modular.hydro_to_ert module PyHydroGeophysX.Hydro_modular.hydro_to_srt module PyHydroGeophysX.inversion.base module PyHydroGeophysX.inversion.cross_constraints module PyHydroGeophysX.inversion.ert_inversion module PyHydroGeophysX.inversion.ert_mesh module PyHydroGeophysX.inversion.fdem_inversion module PyHydroGeophysX.inversion.joint_ert_srt module PyHydroGeophysX.inversion.multi_method module PyHydroGeophysX.inversion.srt_inversion module PyHydroGeophysX.inversion.srt_time_lapse module PyHydroGeophysX.inversion.tdem_inversion module PyHydroGeophysX.inversion.time_lapse module PyHydroGeophysX.inversion.windowed module PyHydroGeophysX.llm module PyHydroGeophysX.llm.cli_models module PyHydroGeophysX.llm.cli_providers module PyHydroGeophysX.llm.cli_setup module PyHydroGeophysX.llm.providers module PyHydroGeophysX.llm.runtime_options module PyHydroGeophysX.model_input module PyHydroGeophysX.model_input.conversion module PyHydroGeophysX.model_input.writers module PyHydroGeophysX.model_output module PyHydroGeophysX.model_output.ats_output module PyHydroGeophysX.model_output.base module PyHydroGeophysX.model_output.parflow_output module PyHydroGeophysX.model_output.pflotran_output module PyHydroGeophysX.model_output.water_content module PyHydroGeophysX.petrophysics module PyHydroGeophysX.petrophysics.fluid_properties module PyHydroGeophysX.petrophysics.resistivity_models module PyHydroGeophysX.petrophysics.velocity_models module PyHydroGeophysX.solvers module PyHydroGeophysX.solvers.linear_solvers module PyHydroGeophysX.uncertainty module PyHydroGeophysX.uncertainty.posterior module PyHydroGeophysX.visualization module PyHydroGeophysX.visualization.animation module PyHydroGeophysX.visualization.axis_units module PyHydroGeophysX.visualization.mt_plots module PyHydroGeophysX.visualization.multi_method module PyHydroGeophysX.visualization.plotting module PyHydroGeophysX.visualization.vtk_export module PyHydroGeophysX.workflows module PyHydroGeophysX.workflows.bundle module PyHydroGeophysX.workflows.cli module PyHydroGeophysX.workflows.codegen module PyHydroGeophysX.workflows.domain module PyHydroGeophysX.workflows.em1d module PyHydroGeophysX.workflows.gravmag module PyHydroGeophysX.workflows.models module PyHydroGeophysX.workflows.mt module PyHydroGeophysX.workflows.objects module PyHydroGeophysX.workflows.recipe module PyHydroGeophysX.workflows.registry module PyHydroGeophysX.workflows.runner module PyHydroGeophysX.workflows.walkthrough module pyqtgraph_length_axis() (in module PyHydroGeophysX.visualization.axis_units)

Q

qc_products() (in module PyHydroGeophysX.workflows.gravmag) query_llm() (PyHydroGeophysX.agents.base_agent.BaseAgent method)

questions (PyHydroGeophysX.agents.runtime.context.RunContext attribute) (PyHydroGeophysX.agents.runtime.RunContext attribute)

R

ran() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) read_ats_header() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.metronix) read_band_setup() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.spectra), [1] (in module PyHydroGeophysX.workflows.mt) read_edi() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.edi), [1] read_emtf_xml() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.emtf_xml), [1] read_field() (PyHydroGeophysX.model_output.ats_output.ATSOutput method) (PyHydroGeophysX.model_output.ATSOutput method) (PyHydroGeophysX.model_output.pflotran_output.PFLOTRANOutput method) (PyHydroGeophysX.model_output.PFLOTRANOutput method) read_gpr_input() (in module PyHydroGeophysX.agents.runtime.catalog) read_jfile() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.jfile), [1] read_lemi424() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.lemi), [1] read_metronix() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.metronix), [1] read_metronix_calibration() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.metronix), [1] read_pfb() (in module PyHydroGeophysX.model_output.parflow_output) read_pfb_standalone() (in module PyHydroGeophysX.model_output.parflow_output) read_phoenix() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.phoenix), [1] read_phoenix_calibration() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.phoenix), [1] read_phoenix_header() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.phoenix), [1] read_phoenix_legacy() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.phoenix_legacy), [1] read_phoenix_table() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.phoenix_legacy), [1] read_response_table() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] read_timeseries() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.io), [1] (in module PyHydroGeophysX.workflows.mt) read_transfer_function() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.io), [1] (in module PyHydroGeophysX.workflows.mt) read_transfer_functions() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.io), [1] read_z3d_header() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.zonge), [1] read_zfile() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.zfile), [1] read_zonge() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.zonge), [1] reading (PyHydroGeophysX.workflows.walkthrough.Walkthrough attribute) reason (PyHydroGeophysX.agents.runtime.context.Step attribute) (PyHydroGeophysX.agents.runtime.Step attribute) receive() (PyHydroGeophysX.agents.runtime.steering.Steering method) receiver_component (PyHydroGeophysX.forward.fdem_forward.FDEMSurveyConfig attribute) receiver_location (PyHydroGeophysX.forward.fdem_forward.FDEMSurveyConfig attribute) (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) receiver_orientation (PyHydroGeophysX.forward.fdem_forward.FDEMSurveyConfig attribute) (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) receiver_type (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) recover() (in module PyHydroGeophysX.agents.runtime.recovery) recovered_conductivity (PyHydroGeophysX.inversion.fdem_inversion.FDEMInversionResult attribute) (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversionResult attribute) recovered_model (PyHydroGeophysX.inversion.fdem_inversion.FDEMInversionResult attribute) (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversionResult attribute) redescend (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.RegressionConfig attribute) (PyHydroGeophysX.data_processing.mt.robust.RegressionConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) redescend_iterations (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.RegressionConfig attribute) (PyHydroGeophysX.data_processing.mt.robust.RegressionConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) redo_candidates() (in module PyHydroGeophysX.agents.runtime.toolbox) refine() (PyHydroGeophysX.solvers.IterativeRefinement method) (PyHydroGeophysX.solvers.linear_solvers.IterativeRefinement method) regional_residual() (in module PyHydroGeophysX.workflows.gravmag) register() (in module PyHydroGeophysX.agents.runtime) (in module PyHydroGeophysX.agents.runtime.tools) register_agent() (PyHydroGeophysX.agents.agent_coordinator.AgentCoordinator method) register_assistant() (in module PyHydroGeophysX.agents.assistants) register_workflow() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.registry) regression() (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig method) (PyHydroGeophysX.data_processing.mt.ProcessingConfig method) (PyHydroGeophysX.workflows.mt.ProcessingConfig method) RegressionConfig (class in PyHydroGeophysX.data_processing.mt) (class in PyHydroGeophysX.data_processing.mt.robust), [1] RegressionResult (class in PyHydroGeophysX.data_processing.mt.robust), [1] remove_periodic() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] remove_periodic_bursts() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] remove_powerline() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] reopen() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) reopened (PyHydroGeophysX.agents.runtime.context.RunContext attribute) (PyHydroGeophysX.agents.runtime.RunContext attribute) repair_geometric_factors() (in module PyHydroGeophysX.inversion.ert_inversion) repeatable (PyHydroGeophysX.agents.runtime.Tool attribute) (PyHydroGeophysX.agents.runtime.tools.Tool attribute) report_usage() (in module PyHydroGeophysX.llm.runtime_options) request_inputs() (PyHydroGeophysX.agents.context_input_agent.ContextInputAgent method) requires (PyHydroGeophysX.agents.runtime.Tool attribute) (PyHydroGeophysX.agents.runtime.tools.Tool attribute) requires_packages (PyHydroGeophysX.agents.assistants.Assistant attribute) residual_variance (PyHydroGeophysX.data_processing.mt.robust.RegressionResult attribute) residuals (PyHydroGeophysX.data_processing.mt.robust.RegressionResult attribute)

resistivity (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileInversionResult attribute) (PyHydroGeophysX.data_processing.mt.Occam1DResult attribute) resistivity_to_porosity() (in module PyHydroGeophysX.petrophysics.resistivity_models) resistivity_to_saturation() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.resistivity_models) resistivity_to_saturation2() (in module PyHydroGeophysX.petrophysics.resistivity_models) resistivity_to_water_content() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.resistivity_models) resolve() (PyHydroGeophysX.workflows.ArtifactRef method) (PyHydroGeophysX.workflows.models.ArtifactRef method) resolve_artifact() (PyHydroGeophysX.workflows.models.RunContext method) (PyHydroGeophysX.workflows.RunContext method) resolve_path() (in module PyHydroGeophysX.agents.runtime.catalog) resolve_sign_convention() (in module PyHydroGeophysX.data_processing.mt.transfer_function), [1] resolve_vertical() (in module PyHydroGeophysX.visualization.axis_units) response (PyHydroGeophysX.data_processing.mt.Channel attribute) (PyHydroGeophysX.data_processing.mt.timeseries.Channel attribute) (PyHydroGeophysX.inversion.ert_inversion.ERTRun attribute) response_at() (PyHydroGeophysX.data_processing.mt.Channel method) (PyHydroGeophysX.data_processing.mt.timeseries.Channel method), [1] ResponseStage (class in PyHydroGeophysX.data_processing.mt) (class in PyHydroGeophysX.data_processing.mt.timeseries), [1] result (PyHydroGeophysX.inversion.ert_inversion.ERTRun property) result_key (PyHydroGeophysX.workflows.ModuleDescriptor attribute) (PyHydroGeophysX.workflows.registry.ModuleDescriptor attribute) result_key_for() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.registry) result_summary() (in module PyHydroGeophysX.agents.runtime.studio) results() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) resume() (PyHydroGeophysX.agents.runtime.steering.Steering method) retrieval (PyHydroGeophysX.agents.assistants.Assistant attribute) review() (in module PyHydroGeophysX.agents.runtime.adapters) rms (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileInversionResult attribute) (PyHydroGeophysX.data_processing.mt.Occam1DResult attribute) robust_regression() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.robust), [1] rotated() (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction method), [1] (PyHydroGeophysX.data_processing.mt.TransferFunction method) (PyHydroGeophysX.workflows.mt.TransferFunction method) rotation (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) rotation_matrix() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.transfer_function), [1] roughness (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.Occam1DResult attribute) route_ahead() (in module PyHydroGeophysX.agents.runtime.controller) RRLSQRSolver (class in PyHydroGeophysX.solvers) (class in PyHydroGeophysX.solvers.linear_solvers) RRLSSolver (class in PyHydroGeophysX.solvers) (class in PyHydroGeophysX.solvers.linear_solvers) run() (in module PyHydroGeophysX.agents.assistants.aquah.workflow) (in module PyHydroGeophysX.agents.assistants.geosage.workflow) (PyHydroGeophysX.inversion.base.InversionBase method) (PyHydroGeophysX.inversion.ert_inversion.ERTInversion method) (PyHydroGeophysX.inversion.fdem_inversion.FDEMInversion method) (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTInversion method) (PyHydroGeophysX.inversion.multi_method.GeophysicalInversion method) (PyHydroGeophysX.inversion.srt_inversion.SRTInversion method) (PyHydroGeophysX.inversion.srt_time_lapse.TimeLapseSRTInversion method) (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversion method) (PyHydroGeophysX.inversion.time_lapse.TimeLapseERTInversion method) (PyHydroGeophysX.inversion.windowed.WindowedTimeLapseERTInversion method) run_adapter() (in module PyHydroGeophysX.agents.runtime.adapters) run_controller() (in module PyHydroGeophysX.agents.runtime) (in module PyHydroGeophysX.agents.runtime.controller) run_em_inversion() (in module PyHydroGeophysX.workflows.domain) run_em_line_inversion() (in module PyHydroGeophysX.workflows.domain) run_ert3d_forward() (in module PyHydroGeophysX.workflows.domain) run_ert_manager_inversion() (in module PyHydroGeophysX.inversion.ert_inversion) run_ert_single() (in module PyHydroGeophysX.workflows.domain) run_ert_timelapse() (in module PyHydroGeophysX.workflows.domain) run_ert_to_wc() (in module PyHydroGeophysX.Geophy_modular) (in module PyHydroGeophysX.Geophy_modular.ERT_to_WC) run_geo_hydrology() (in module PyHydroGeophysX.workflows.domain) run_gravmag_forward_bodies() (in module PyHydroGeophysX.workflows.domain) run_gravmag_inversion() (in module PyHydroGeophysX.workflows.domain) run_gravmag_process() (in module PyHydroGeophysX.workflows.domain) run_hydro_geophysics() (in module PyHydroGeophysX.workflows.domain) run_joint() (in module PyHydroGeophysX.workflows.domain) run_legacy_agent_workflow() (PyHydroGeophysX.agents.base_agent.BaseAgent static method) run_mesh3d() (in module PyHydroGeophysX.workflows.domain) run_monte_carlo() (PyHydroGeophysX.Geophy_modular.ERTtoWC method) run_mt_invert_1d() (in module PyHydroGeophysX.workflows.domain) run_mt_invert_profile() (in module PyHydroGeophysX.workflows.domain) run_mt_process() (in module PyHydroGeophysX.workflows.domain) run_petrophysics_monte_carlo() (in module PyHydroGeophysX.petrophysics) run_script() (in module PyHydroGeophysX.agents.runtime.scratch) run_seismic3d() (in module PyHydroGeophysX.workflows.domain) run_spectra() (in module PyHydroGeophysX.data_processing.mt.spectra), [1] run_srt_inversion() (in module PyHydroGeophysX.workflows.domain) run_srt_manager_inversion() (in module PyHydroGeophysX.inversion.srt_inversion) run_tdem_inversion() (in module PyHydroGeophysX.inversion.tdem_inversion) run_unified_agent_workflow() (PyHydroGeophysX.agents.base_agent.BaseAgent static method) run_workflow() (in module PyHydroGeophysX.agents.runtime.entry) (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.runner) RunContext (class in PyHydroGeophysX.agents.runtime) (class in PyHydroGeophysX.agents.runtime.context) (class in PyHydroGeophysX.workflows) (class in PyHydroGeophysX.workflows.models) runnable_tools() (in module PyHydroGeophysX.agents.runtime) (in module PyHydroGeophysX.agents.runtime.tools) runs_from_payload() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] runs_to_payload() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1]

S

SAFE_BUILTINS (in module PyHydroGeophysX.agents.runtime.adapters) sample_rate (PyHydroGeophysX.data_processing.mt.spectra.LevelSpectra attribute) (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun attribute) (PyHydroGeophysX.workflows.mt.TimeSeriesRun attribute) sample_text() (in module PyHydroGeophysX.agents.runtime.adapters) satK() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.velocity_models) saturated() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] saturation_to_pressure() (in module PyHydroGeophysX.model_input) (in module PyHydroGeophysX.model_input.conversion) save() (PyHydroGeophysX.inversion.base.InversionResult method) (PyHydroGeophysX.inversion.base.TimeLapseInversionResult method) save_grid() (in module PyHydroGeophysX.workflows.gravmag) save_inversion() (in module PyHydroGeophysX.workflows.em1d) save_line_csv() (in module PyHydroGeophysX.workflows.em1d) save_objects() (in module PyHydroGeophysX.workflows.objects) save_recipe() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.recipe) save_results() (PyHydroGeophysX.agents.base_agent.BaseAgent method) (PyHydroGeophysX.Geophy_modular.ERTtoWC method) save_runs() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] (in module PyHydroGeophysX.workflows.mt) save_sounding_container() (in module PyHydroGeophysX.workflows.em1d) save_velocity_structure() (in module PyHydroGeophysX.Geophy_modular.seismic_processor) say() (PyHydroGeophysX.agents.runtime.steering.Steering method) schema_version (PyHydroGeophysX.workflows.models.WorkflowSpec attribute) (PyHydroGeophysX.workflows.WorkflowSpec attribute) SCRIPT_CONTRACT (in module PyHydroGeophysX.agents.runtime.scratch) script_fix() (in module PyHydroGeophysX.agents.runtime.recovery) script_folder() (in module PyHydroGeophysX.agents.runtime.scratch) script_task() (in module PyHydroGeophysX.agents.runtime.recovery) SCRIPT_TOKENS (in module PyHydroGeophysX.agents.runtime.recovery) seconds (PyHydroGeophysX.agents.runtime.context.Step attribute) (PyHydroGeophysX.agents.runtime.Step attribute) seconds_between() (in module PyHydroGeophysX.data_processing.mt.timeseries) section() (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileInversionResult method), [1] section_has_elevation() (in module PyHydroGeophysX.visualization.axis_units) section_label_pair() (in module PyHydroGeophysX.visualization.axis_units) seed (PyHydroGeophysX.workflows.models.WorkflowSpec attribute) (PyHydroGeophysX.workflows.WorkflowSpec attribute) seismic_inversion_params() (in module PyHydroGeophysX.agents.runtime.catalog) seismic_velocity_classifier() (in module PyHydroGeophysX.Geophy_modular) (in module PyHydroGeophysX.Geophy_modular.seismic_processor) SeismicAgent (class in PyHydroGeophysX.agents.seismic_agent) SeismicForwardModeling (class in PyHydroGeophysX.forward.srt_forward) select() (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun method) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun method) (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction method), [1] (PyHydroGeophysX.data_processing.mt.TransferFunction method) (PyHydroGeophysX.workflows.mt.TimeSeriesRun method) (PyHydroGeophysX.workflows.mt.TransferFunction method) sensitivity() (PyHydroGeophysX.forward.tdem_forward.TDEMForwardModeling method) sensitivity_1d() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.forward1d), [1] sensor (PyHydroGeophysX.data_processing.mt.Channel attribute) (PyHydroGeophysX.data_processing.mt.timeseries.Channel attribute) sensor_serial (PyHydroGeophysX.data_processing.mt.Channel attribute) (PyHydroGeophysX.data_processing.mt.timeseries.Channel attribute) serial (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun attribute) (PyHydroGeophysX.workflows.mt.TimeSeriesRun attribute) set_active() (in module PyHydroGeophysX.agents.assistants) set_api_key() (PyHydroGeophysX.llm.providers.Provider method) set_base_url() (PyHydroGeophysX.llm.providers.Provider method) set_data() (PyHydroGeophysX.forward.ert_forward.ERTForwardModeling method) set_length_axis() (in module PyHydroGeophysX.visualization.axis_units) set_length_unit() (in module PyHydroGeophysX.visualization) (in module PyHydroGeophysX.visualization.axis_units) set_mesh() (PyHydroGeophysX.forward.ert_forward.ERTForwardModeling method) (PyHydroGeophysX.forward.srt_forward.SeismicForwardModeling method) set_model() (PyHydroGeophysX.llm.cli_providers.CliProvider method) (PyHydroGeophysX.llm.providers.Provider method) set_scheme() (PyHydroGeophysX.forward.srt_forward.SeismicForwardModeling method) set_section_axes() (in module PyHydroGeophysX.visualization.axis_units) settings (PyHydroGeophysX.agents.runtime.context.RunContext attribute) (PyHydroGeophysX.agents.runtime.RunContext attribute) settings_for() (in module PyHydroGeophysX.agents.runtime.recovery) setup() (PyHydroGeophysX.inversion.base.InversionBase method) (PyHydroGeophysX.inversion.ert_inversion.ERTInversion method) (PyHydroGeophysX.inversion.fdem_inversion.FDEMInversion method) (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTInversion method) (PyHydroGeophysX.inversion.multi_method.GeophysicalInversion method) (PyHydroGeophysX.inversion.srt_inversion.SRTInversion method) (PyHydroGeophysX.inversion.srt_time_lapse.TimeLapseSRTInversion method) (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversion method) (PyHydroGeophysX.inversion.time_lapse.TimeLapseERTInversion method) setup_layer_distributions() (PyHydroGeophysX.Geophy_modular.ERTtoWC method) setup_profile_coordinates() (in module PyHydroGeophysX.core) (in module PyHydroGeophysX.core.interpolation) shared_windows() (in module PyHydroGeophysX.data_processing.mt.spectra), [1] shifted() (in module PyHydroGeophysX.data_processing.mt.timeseries) shortfall_reasons() (in module PyHydroGeophysX.agents.runtime.catalog) sim_ws (PyHydroGeophysX.model_output.MODFLOWWaterContent property) (PyHydroGeophysX.model_output.water_content.MODFLOWWaterContent property) simulate_tdem_sounding_from_hydro() (in module PyHydroGeophysX.forward.tdem_forward) SKIP (in module PyHydroGeophysX.agents.runtime.controller) skip (PyHydroGeophysX.data_processing.mt.Band attribute) (PyHydroGeophysX.data_processing.mt.spectra.Band attribute) skip_notched (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) skippable() (in module PyHydroGeophysX.agents.runtime.toolbox) slice() (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun method), [1] (PyHydroGeophysX.data_processing.mt.TimeSeriesRun method) (PyHydroGeophysX.workflows.mt.TimeSeriesRun method) solve() (PyHydroGeophysX.solvers.linear_solvers.LinearSolver method) (PyHydroGeophysX.solvers.LinearSolver method) sorted_by_period() (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction method), [1] (PyHydroGeophysX.data_processing.mt.TransferFunction method) (PyHydroGeophysX.workflows.mt.TransferFunction method)

sounding (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.Occam1DResult attribute) Sounding1D (class in PyHydroGeophysX.data_processing.mt) (class in PyHydroGeophysX.data_processing.mt.inversion1d), [1] sounding_from_tf() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.inversion1d), [1] source_current (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) source_index (PyHydroGeophysX.model_input.conversion.MappedField attribute) (PyHydroGeophysX.model_input.MappedField attribute) source_location (PyHydroGeophysX.forward.fdem_forward.FDEMSurveyConfig attribute) (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) source_moment (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) source_radius (PyHydroGeophysX.forward.fdem_forward.FDEMSurveyConfig attribute) (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) source_turns (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) spatially_balanced_indices() (in module PyHydroGeophysX.workflows.gravmag) spd_solve() (in module PyHydroGeophysX.solvers) (in module PyHydroGeophysX.solvers.linear_solvers) spectra() (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig method) (PyHydroGeophysX.data_processing.mt.ProcessingConfig method) (PyHydroGeophysX.workflows.mt.ProcessingConfig method) SpectraConfig (class in PyHydroGeophysX.data_processing.mt.spectra), [1] split_answer() (in module PyHydroGeophysX.agents.runtime.scratch) srt_coverage (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) srt_log_slowness (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) srt_predicted (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) srt_velocity (PyHydroGeophysX.inversion.joint_ert_srt.JointERTSRTResult attribute) SRTInversion (class in PyHydroGeophysX.inversion.srt_inversion) stable_alpha() (in module PyHydroGeophysX.data_processing.mt.robust), [1] StackedSystem (class in PyHydroGeophysX.solvers.linear_solvers) start (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun attribute) (PyHydroGeophysX.workflows.mt.TimeSeriesRun attribute) static_shift (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.Occam1DResult attribute) static_shift_from_layers() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.analysis), [1] station (PyHydroGeophysX.data_processing.mt.inversion1d.Sounding1D attribute) (PyHydroGeophysX.data_processing.mt.Sounding1D attribute) (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun attribute) (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TimeSeriesRun attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) station_distances() (in module PyHydroGeophysX.data_processing.mt.inversion2d), [1] station_x (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileMesh attribute) status (PyHydroGeophysX.agents.assistants.Assistant attribute) (PyHydroGeophysX.agents.base_agent.AgentResult attribute) (PyHydroGeophysX.agents.runtime.context.Step attribute) (PyHydroGeophysX.agents.runtime.Step attribute) (PyHydroGeophysX.workflows.models.WorkflowRunResult attribute) (PyHydroGeophysX.workflows.WorkflowRunResult attribute) status_note (PyHydroGeophysX.agents.assistants.Assistant attribute) STATUSES (in module PyHydroGeophysX.agents.runtime.context) Steering (class in PyHydroGeophysX.agents.runtime.steering) STEERING_PROMPT (in module PyHydroGeophysX.agents.runtime.controller) Step (class in PyHydroGeophysX.agents.runtime) (class in PyHydroGeophysX.agents.runtime.context) (class in PyHydroGeophysX.workflows.walkthrough) step_by_step() (in module PyHydroGeophysX.agents.runtime) (in module PyHydroGeophysX.agents.runtime.modes) STEP_LIMIT (in module PyHydroGeophysX.agents.runtime.controller) steps (PyHydroGeophysX.agents.runtime.context.RunContext attribute) (PyHydroGeophysX.agents.runtime.RunContext attribute) (PyHydroGeophysX.workflows.walkthrough.Walkthrough attribute) stochastic (PyHydroGeophysX.workflows.registry.WorkflowDescriptor attribute) (PyHydroGeophysX.workflows.WorkflowDescriptor attribute) STOP (in module PyHydroGeophysX.agents.runtime.controller) stop (PyHydroGeophysX.inversion.ert_inversion.ERTRun attribute) stop() (PyHydroGeophysX.agents.runtime.steering.Steering method) STOPPED (in module PyHydroGeophysX.agents.runtime.controller) strike (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult attribute) StructuralConstraint (class in PyHydroGeophysX.inversion.cross_constraints) StructureConstraintAgent (class in PyHydroGeophysX.agents.structure_constraint_agent) STUDIO_INVERSION_KEY (in module PyHydroGeophysX.agents.runtime.catalog) studio_modules (PyHydroGeophysX.agents.assistants.Assistant attribute) studio_pages_allowed() (in module PyHydroGeophysX.agents.runtime.toolbox) studio_text() (in module PyHydroGeophysX.agents.runtime.toolbox) suggest_improvements() (PyHydroGeophysX.agents.context_input_agent.ContextInputAgent method) summarise_run() (in module PyHydroGeophysX.agents.runtime.catalog) summarize_line() (in module PyHydroGeophysX.Geophy_modular.structure_integration) summary (PyHydroGeophysX.agents.assistants.Assistant attribute) (PyHydroGeophysX.agents.base_agent.AgentResult attribute) (PyHydroGeophysX.agents.runtime.context.Step attribute) (PyHydroGeophysX.agents.runtime.Step attribute) (PyHydroGeophysX.workflows.models.WorkflowRunResult attribute) (PyHydroGeophysX.workflows.walkthrough.Walkthrough attribute) (PyHydroGeophysX.workflows.WorkflowRunResult attribute) summary() (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun method) (PyHydroGeophysX.data_processing.mt.TimeSeriesRun method) (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction method), [1] (PyHydroGeophysX.data_processing.mt.TransferFunction method) (PyHydroGeophysX.workflows.mt.TimeSeriesRun method) (PyHydroGeophysX.workflows.mt.TransferFunction method) SUPPORTED (PyHydroGeophysX.inversion.multi_method.GeophysicalInversion attribute) supports_vision() (in module PyHydroGeophysX.llm.providers) (PyHydroGeophysX.llm.cli_providers.CliProvider method) (PyHydroGeophysX.llm.providers.Provider method) survey_files() (in module PyHydroGeophysX.agents.runtime.catalog) survey_scaled_defaults() (PyHydroGeophysX.agents.seismic_agent.SeismicAgent static method) survey_summary() (in module PyHydroGeophysX.workflows.em1d) swift_skew() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.analysis), [1] swift_strike() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.analysis), [1] symmetrize() (in module PyHydroGeophysX.solvers) (in module PyHydroGeophysX.solvers.linear_solvers)

T

take_notes() (PyHydroGeophysX.agents.runtime.steering.Steering method) taper (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.spectra.SpectraConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) tapers (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.spectra.SpectraConfig attribute), [1] (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) tdem_forward() (in module PyHydroGeophysX.workflows.em1d) tdem_invert() (in module PyHydroGeophysX.workflows.em1d) tdem_joint_invert() (in module PyHydroGeophysX.workflows.em1d) TDEMAgent (class in PyHydroGeophysX.agents.tdem_agent) TDEMForwardModeling (class in PyHydroGeophysX.forward.tdem_forward) TDEMInversion (class in PyHydroGeophysX.inversion.tdem_inversion) TDEMInversionResult (class in PyHydroGeophysX.inversion.tdem_inversion) TDEMSurveyConfig (class in PyHydroGeophysX.forward.tdem_forward) teaching_paths() (in module PyHydroGeophysX.workflows) (in module PyHydroGeophysX.workflows.bundle) tell() (PyHydroGeophysX.agents.runtime.steering.Steering method) tem (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.Occam1DResult attribute) text_block() (in module PyHydroGeophysX.llm.providers) TEXT_ONLY_MODEL_HINTS (in module PyHydroGeophysX.llm.providers) thickness (PyHydroGeophysX.data_processing.mt.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Anisotropic1DResult attribute) (PyHydroGeophysX.data_processing.mt.inversion1d.Occam1DResult attribute) (PyHydroGeophysX.data_processing.mt.Occam1DResult attribute) thicknesses (PyHydroGeophysX.inversion.fdem_inversion.FDEMInversionResult attribute) (PyHydroGeophysX.inversion.tdem_inversion.TDEMInversionResult attribute) TIER_CUSTOM (in module PyHydroGeophysX.llm.providers) tier_effort() (in module PyHydroGeophysX.llm.providers) tier_for_model() (in module PyHydroGeophysX.llm.providers) tier_label() (in module PyHydroGeophysX.llm.providers) tier_model() (in module PyHydroGeophysX.llm.providers) tier_of_model() (in module PyHydroGeophysX.llm.providers) TIER_ORDER (in module PyHydroGeophysX.llm.providers) TikhonvRegularization (class in PyHydroGeophysX.solvers) (class in PyHydroGeophysX.solvers.linear_solvers) tilt (PyHydroGeophysX.data_processing.mt.Channel attribute) (PyHydroGeophysX.data_processing.mt.timeseries.Channel attribute) TimeLapseERTInversion (class in PyHydroGeophysX.inversion.time_lapse) TimeLapseInversionResult (class in PyHydroGeophysX.inversion.base) TimeLapseSRTInversion (class in PyHydroGeophysX.inversion.srt_time_lapse) TIMEOUT_SECONDS (in module PyHydroGeophysX.agents.runtime.adapters) times (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) times() (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun method), [1] (PyHydroGeophysX.data_processing.mt.TimeSeriesRun method) (PyHydroGeophysX.workflows.mt.TimeSeriesRun method) timeseries_format() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.io), [1] TIMESERIES_FORMATS (in module PyHydroGeophysX.data_processing.mt.io), [1]

TimeSeriesRun (class in PyHydroGeophysX.data_processing.mt) (class in PyHydroGeophysX.data_processing.mt.timeseries), [1] (class in PyHydroGeophysX.workflows.mt) timesteps (PyHydroGeophysX.inversion.base.TimeLapseInversionResult attribute) tipper (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) tipper_err (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) tipper_residual_covariance (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) title (PyHydroGeophysX.agents.assistants.Assistant attribute) (PyHydroGeophysX.workflows.walkthrough.Step attribute) to_anthropic_messages() (in module PyHydroGeophysX.llm.providers) to_anthropic_tools() (in module PyHydroGeophysX.llm.providers) to_dict() (PyHydroGeophysX.agents.base_agent.AgentResult method) (PyHydroGeophysX.workflows.ArtifactRef method) (PyHydroGeophysX.workflows.models.ArtifactRef method) (PyHydroGeophysX.workflows.models.WorkflowRunResult method) (PyHydroGeophysX.workflows.models.WorkflowSpec method) (PyHydroGeophysX.workflows.WorkflowRunResult method) (PyHydroGeophysX.workflows.WorkflowSpec method) to_display_length() (in module PyHydroGeophysX.visualization.axis_units) to_openai_messages() (in module PyHydroGeophysX.llm.providers) to_openai_tools() (in module PyHydroGeophysX.llm.providers) to_responses_input() (in module PyHydroGeophysX.llm.providers) toarray() (PyHydroGeophysX.solvers.linear_solvers.StackedSystem method) tolerance (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.RegressionConfig attribute) (PyHydroGeophysX.data_processing.mt.robust.RegressionConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) Tool (class in PyHydroGeophysX.agents.runtime) (class in PyHydroGeophysX.agents.runtime.tools) tool (PyHydroGeophysX.agents.runtime.context.Step attribute) (PyHydroGeophysX.agents.runtime.Step attribute) tool_for_label() (PyHydroGeophysX.agents.assistants.Assistant method) toolbox_text() (in module PyHydroGeophysX.agents.runtime.toolbox) TOOLS (in module PyHydroGeophysX.agents.runtime.tools) tools (PyHydroGeophysX.agents.assistants.Assistant attribute) tools() (in module PyHydroGeophysX.agents.assistants.aquah.workflow) transcript() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) TRANSFER_FUNCTION_PATTERNS (in module PyHydroGeophysX.data_processing.mt.io), [1] TransferFunction (class in PyHydroGeophysX.data_processing.mt) (class in PyHydroGeophysX.data_processing.mt.transfer_function), [1] (class in PyHydroGeophysX.workflows.mt)

U

unavailable_because() (PyHydroGeophysX.agents.runtime.Tool method) (PyHydroGeophysX.agents.runtime.tools.Tool method) uncertainty (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileInversionResult attribute) UNCERTAINTY_NAMES (PyHydroGeophysX.agents.tdem_agent.TDEMAgent attribute) unfinished() (PyHydroGeophysX.agents.runtime.context.RunContext method) (PyHydroGeophysX.agents.runtime.RunContext method) unit_stage() (in module PyHydroGeophysX.data_processing.mt.timeseries) units (PyHydroGeophysX.data_processing.mt.Channel attribute) (PyHydroGeophysX.data_processing.mt.timeseries.Channel attribute)

update() (PyHydroGeophysX.assimilation.enkf.EnsembleKalmanFilter method) (PyHydroGeophysX.assimilation.enkf.ESMDA method) (PyHydroGeophysX.assimilation.EnsembleKalmanFilter method) (PyHydroGeophysX.assimilation.ESMDA method) update_context() (PyHydroGeophysX.agents.base_agent.BaseAgent method) updated (PyHydroGeophysX.model_input.conversion.MappedField attribute) (PyHydroGeophysX.model_input.MappedField attribute) use_legacy() (in module PyHydroGeophysX.agents.runtime.entry)

V

validate() (PyHydroGeophysX.data_access.accessors.BaseHydroAccessor method) (PyHydroGeophysX.data_access.accessors.HttpHydroAccessor method) (PyHydroGeophysX.data_access.accessors.LocalHydroAccessor method) (PyHydroGeophysX.data_access.BaseHydroAccessor method) (PyHydroGeophysX.data_access.HttpHydroAccessor method) (PyHydroGeophysX.data_access.LocalHydroAccessor method) (PyHydroGeophysX.workflows.models.WorkflowSpec method) (PyHydroGeophysX.workflows.WorkflowSpec method) validate_geometric_factors() (in module PyHydroGeophysX.inversion.ert_inversion) validate_input_file() (PyHydroGeophysX.agents.base_agent.BaseAgent method) validate_workflow() (PyHydroGeophysX.agents.data_fusion_agent.DataFusionAgent method) values (PyHydroGeophysX.data_processing.mt.ResponseStage attribute) (PyHydroGeophysX.data_processing.mt.timeseries.ResponseStage attribute) (PyHydroGeophysX.model_input.conversion.MappedField attribute) (PyHydroGeophysX.model_input.MappedField attribute) values() (PyHydroGeophysX.agents.base_agent.AgentResult method) variable (PyHydroGeophysX.model_output.ATSPorosity attribute) (PyHydroGeophysX.model_output.ATSSaturation attribute) (PyHydroGeophysX.model_output.ATSWaterContent attribute) (PyHydroGeophysX.model_output.PFLOTRANPorosity attribute) (PyHydroGeophysX.model_output.PFLOTRANSaturation attribute) (PyHydroGeophysX.model_output.PFLOTRANWaterContent attribute)

variance_inflation() (in module PyHydroGeophysX.data_processing.mt.spectra), [1] VARIOGRAM_MODELS (in module PyHydroGeophysX.Geophy_modular.structure_integration) vel_porous() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.velocity_models) velDEM() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.velocity_models) VELOCITY_FILES (in module PyHydroGeophysX.Geophy_modular.structure_integration) velocity_to_water_content() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.velocity_models) vertical_axis() (in module PyHydroGeophysX.visualization.axis_units) VRH_model() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.velocity_models) VRHModel (class in PyHydroGeophysX.petrophysics) (class in PyHydroGeophysX.petrophysics.velocity_models)

W

Walkthrough (class in PyHydroGeophysX.workflows.walkthrough) warnings (PyHydroGeophysX.agents.base_agent.AgentResult attribute) (PyHydroGeophysX.agents.runtime.context.RunContext attribute) (PyHydroGeophysX.agents.runtime.RunContext attribute) (PyHydroGeophysX.data_processing.mt.inversion2d.ProfileInversionResult attribute), [1] (PyHydroGeophysX.workflows.models.WorkflowRunResult attribute) (PyHydroGeophysX.workflows.WorkflowRunResult attribute) water_content_profile() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.inversion1d), [1] (in module PyHydroGeophysX.workflows.mt) water_content_to_all_geophysics() (PyHydroGeophysX.inversion.cross_constraints.PetrophysicalCoupling static method) water_content_to_resistivity() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.resistivity_models) water_content_to_velocity() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.velocity_models) WaterContentAgent (class in PyHydroGeophysX.agents.water_content_agent) waveform_currents (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) waveform_period (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) waveform_repetitions (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) waveform_times (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) waveform_type (PyHydroGeophysX.forward.fdem_forward.FDEMSurveyConfig attribute) (PyHydroGeophysX.forward.tdem_forward.TDEMSurveyConfig attribute) waxman_smits_surface_conductivity() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.fluid_properties) weights (PyHydroGeophysX.data_processing.mt.robust.RegressionResult attribute) when (PyHydroGeophysX.agents.runtime.Tool attribute) (PyHydroGeophysX.agents.runtime.tools.Tool attribute) widen_above (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute), [1] (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute) window() (PyHydroGeophysX.data_processing.mt.timeseries.TimeSeriesRun method), [1] (PyHydroGeophysX.data_processing.mt.TimeSeriesRun method) (PyHydroGeophysX.workflows.mt.TimeSeriesRun method) window_length (PyHydroGeophysX.data_processing.mt.processing.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.ProcessingConfig attribute) (PyHydroGeophysX.data_processing.mt.spectra.SpectraConfig attribute) (PyHydroGeophysX.workflows.mt.ProcessingConfig attribute)

window_messages() (in module PyHydroGeophysX.llm.providers) window_starts (PyHydroGeophysX.data_processing.mt.spectra.LevelSpectra attribute) WindowedTimeLapseERTInversion (class in PyHydroGeophysX.inversion.windowed) without_samples() (in module PyHydroGeophysX.data_processing.mt.timeseries), [1] workflow (PyHydroGeophysX.agents.assistants.Assistant attribute) WORKFLOW_CONTRACT (in module PyHydroGeophysX.agents.assistants) workflow_id (PyHydroGeophysX.workflows.models.WorkflowSpec attribute) (PyHydroGeophysX.workflows.registry.WorkflowDescriptor attribute) (PyHydroGeophysX.workflows.WorkflowDescriptor attribute) (PyHydroGeophysX.workflows.WorkflowSpec attribute) workflow_ids (PyHydroGeophysX.workflows.ModuleDescriptor attribute) (PyHydroGeophysX.workflows.registry.ModuleDescriptor attribute) workflow_setup (PyHydroGeophysX.agents.assistants.Assistant attribute) WorkflowDescriptor (class in PyHydroGeophysX.workflows) (class in PyHydroGeophysX.workflows.registry) WorkflowRunResult (class in PyHydroGeophysX.workflows) (class in PyHydroGeophysX.workflows.models) WorkflowSpec (class in PyHydroGeophysX.workflows) (class in PyHydroGeophysX.workflows.models) WorkflowValidationError, [1] write_edi() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.edi), [1] (in module PyHydroGeophysX.workflows.mt) write_emtf_xml() (in module PyHydroGeophysX.data_processing.mt) (in module PyHydroGeophysX.data_processing.mt.emtf_xml), [1] (in module PyHydroGeophysX.workflows.mt) write_modflow6_inputs() (in module PyHydroGeophysX.model_input) (in module PyHydroGeophysX.model_input.writers) write_parflow_inputs() (in module PyHydroGeophysX.model_input) (in module PyHydroGeophysX.model_input.writers) WS_Model() (in module PyHydroGeophysX.petrophysics) (in module PyHydroGeophysX.petrophysics.resistivity_models)

X

x (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute), [1] (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute)

Y

y (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute)

Z

z (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) Z_COMPONENTS (in module PyHydroGeophysX.data_processing.mt.transfer_function), [1] z_err (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) z_field_units (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction property), [1] (PyHydroGeophysX.data_processing.mt.TransferFunction property) (PyHydroGeophysX.workflows.mt.TransferFunction property)

z_residual_covariance (PyHydroGeophysX.data_processing.mt.transfer_function.TransferFunction attribute) (PyHydroGeophysX.data_processing.mt.TransferFunction attribute) (PyHydroGeophysX.workflows.mt.TransferFunction attribute) ZONE_INTERFACE_MARKER (in module PyHydroGeophysX.inversion.ert_mesh) zone_prior() (PyHydroGeophysX.inversion.ert_inversion.ERTInversion method) (PyHydroGeophysX.inversion.time_lapse.TimeLapseERTInversion method)