Index _ | A | B | C | D | E | F | G | H | I | J | L | M | N | O | P | R | S | T | U | V | W | X | Z _ __call__() (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) A add() (ionworkspipeline.data_fits.models.variables.BaseVariable method) (ionworkspipeline.data_fits.models.variables.CoulombicStateOfCharge method) (ionworkspipeline.data_fits.models.variables.GravimetricEnergyDensity method) (ionworkspipeline.data_fits.models.variables.SpecificCapacity method) (ionworkspipeline.data_fits.models.variables.VolumetricEnergyDensity method) add_cell_mass() (ionworkspipeline.data_fits.models.variables.BaseVariable method) add_regularization() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) all_results (ionworkspipeline.callbacks.SaveResultsCallback property) alpha (ionworkspipeline.data_fits.stats.Dirichlet property) apply() (ionworkspipeline.data_fits.models.metrics.BaseAction method) (ionworkspipeline.data_fits.models.metrics.GreaterThan method) (ionworkspipeline.data_fits.models.metrics.LessThan method) (ionworkspipeline.data_fits.models.metrics.Maximize method) (ionworkspipeline.data_fits.models.metrics.Minimize method) apply_degradation_state() (ionworkspipeline.parameter_values.ParameterValues method) apply_weights() (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) AreaToSquareWidthHeight (class in ionworkspipeline.calculations) argmin (ionworkspipeline.data_fits.stats.Dirichlet property) (ionworkspipeline.data_fits.stats.Distribution property) (ionworkspipeline.data_fits.stats.LogNormal property) (ionworkspipeline.data_fits.stats.MultivariateLogNormal property) (ionworkspipeline.data_fits.stats.MultivariateNormal property) (ionworkspipeline.data_fits.stats.Normal property) (ionworkspipeline.data_fits.stats.PointMass property) (ionworkspipeline.data_fits.stats.Uniform property) argmin_costs() (ionworkspipeline.data_fits.CostLogger method) argsort_costs() (ionworkspipeline.data_fits.CostLogger method) array_output (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction property) ArrayDataFit (class in ionworkspipeline.data_fits) arrhenius_butler_volmer_exchange_current_density() (in module ionworkspipeline.direct_entries) arrhenius_electrolyte_conductivity() (in module ionworkspipeline.direct_entries) arrhenius_electrolyte_diffusivity() (in module ionworkspipeline.direct_entries) arrhenius_particle_diffusivity() (in module ionworkspipeline.direct_entries) ArrheniusDiffusivityFromMSMRData (class in ionworkspipeline.calculations) ArrheniusDiffusivityFromMSMRFunction (class in ionworkspipeline.calculations) ArrheniusLogLinear (class in ionworkspipeline.calculations) AugmentedObjectiveFunction (class in ionworkspipeline.data_fits.objective_functions) average_ocp() (in module ionworkspipeline.direct_entries) AverageMSMRParameters (class in ionworkspipeline.calculations) B base_parameter (ionworkspipeline.data_fits.transforms.Transform property) (ionworkspipeline.Parameter property) base_regularizer_type (ionworkspipeline.data_fits.objective_functions.regularizers.ConstraintSet property) (ionworkspipeline.data_fits.objective_functions.regularizers.PenaltySet property) (ionworkspipeline.data_fits.objective_functions.regularizers.PriorSet property) (ionworkspipeline.data_fits.objective_functions.regularizers.RegularizerSet property) BaseAction (class in ionworkspipeline.data_fits.models.metrics) BaseInterpolation (class in ionworkspipeline.direct_entries) BaseMetric (class in ionworkspipeline.data_fits.models.metrics) BaseObjective (class in ionworkspipeline.data_fits.objectives) BaseVariable (class in ionworkspipeline.data_fits.models.variables) batch_ids (ionworkspipeline.data_fits.DataFit property) batches (ionworkspipeline.data_fits.DataFit property) best_results() (ionworkspipeline.Result method) bounds (ionworkspipeline.data_fits.transforms.Transform property) (ionworkspipeline.Parameter property) bruggeman() (in module ionworkspipeline.direct_entries) build() (ionworkspipeline.data_fits.models.MSMRFullCellModel method) (ionworkspipeline.data_fits.models.MSMRHalfCellModel method) (ionworkspipeline.data_fits.objectives.BaseObjective method) (ionworkspipeline.objectives.CalendarAgeing method) (ionworkspipeline.objectives.ChargeTransferResistanceModel method) (ionworkspipeline.objectives.ContactResistanceModel method) (ionworkspipeline.objectives.CurrentDriven method) (ionworkspipeline.objectives.CycleAgeing method) (ionworkspipeline.objectives.EIS method) (ionworkspipeline.objectives.ElectrodeBalancing method) (ionworkspipeline.objectives.ElectrodeBalancingHalfCell method) (ionworkspipeline.objectives.ElectrolyteOhmicResistanceModel method) (ionworkspipeline.objectives.MSMRFullCell method) (ionworkspipeline.objectives.MSMRHalfCell method) (ionworkspipeline.objectives.OCPHalfCell method) (ionworkspipeline.objectives.Pulse method) (ionworkspipeline.objectives.Resistance method) (ionworkspipeline.objectives.ResistanceModel method) (ionworkspipeline.objectives.SumResistanceModel method) by_cycle() (ionworkspipeline.data_fits.models.metrics.BaseMetric method) by_step() (ionworkspipeline.data_fits.models.metrics.BaseMetric method) C calculate_differential_cutoff_explicit() (in module ionworkspipeline.data_fits.util) calculate_differential_cutoff_peaks() (in module ionworkspipeline.data_fits.util) calculate_differential_cutoff_quantile() (in module ionworkspipeline.data_fits.util) calculate_dQdU_cutoff() (in module ionworkspipeline.data_fits.util) calculate_dUdQ_cutoff() (in module ionworkspipeline.data_fits.util) calculate_objective_variables() (ionworkspipeline.objectives.Pulse method) calculate_pulse_resistance() (in module ionworkspipeline.objectives) calculate_stoichiometry_data_msmr() (in module ionworkspipeline.data_fits.util) Calculation (class in ionworkspipeline.calculations) CalendarAgeing (class in ionworkspipeline.objectives) Callback (class in ionworkspipeline.callbacks) can_calculate_initial_state_of_charge (ionworkspipeline.data_fits.objectives.BaseObjective property) (ionworkspipeline.data_fits.objectives.SimulationObjective property) cdf() (ionworkspipeline.data_fits.stats.Dirichlet method) (ionworkspipeline.data_fits.stats.Distribution method) (ionworkspipeline.data_fits.stats.MultivariateLogNormal method) (ionworkspipeline.data_fits.stats.PointMass method) CellMass (class in ionworkspipeline.calculations) Chain (class in ionworkspipeline.parameter_estimators) ChargeTransferResistanceModel (class in ionworkspipeline.objectives) check_initial_guesses() (ionworkspipeline.data_fits.ArrayDataFit method) (ionworkspipeline.data_fits.DataFit method) check_ocv_data_format() (in module ionworkspipeline.data_fits.util) children (ionworkspipeline.data_fits.CostLogger property) ChiSquare (class in ionworkspipeline.data_fits.objective_functions.costs) cholesky_cov (ionworkspipeline.data_fits.stats.MultivariateNormal property) cholesky_inv_cov (ionworkspipeline.data_fits.stats.MultivariateNormal property) clear_axes() (ionworkspipeline.data_fits.CostLogger method) combine() (in module ionworkspipeline.result) (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) combined_weights() (ionworkspipeline.data_fits.objective_functions.costs.Difference method) (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) complete() (ionworkspipeline.data_fits.objectives.BaseObjective method) (ionworkspipeline.objectives.CurrentDriven method) (ionworkspipeline.objectives.Pulse method) constant_electrolyte() (in module ionworkspipeline.direct_entries) Constraint (class in ionworkspipeline.data_fits.objective_functions.regularizers) ConstraintSet (class in ionworkspipeline.data_fits.objective_functions.regularizers) ContactResistanceModel (class in ionworkspipeline.objectives) copy() (ionworkspipeline.parameter_values.ParameterValues method) cost (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction property) (ionworkspipeline.parameter_estimators.Chain property) (ionworkspipeline.ParameterEstimator property) CostLogger (class in ionworkspipeline.data_fits) CoulombicStateOfCharge (class in ionworkspipeline.data_fits.models.variables) cov (ionworkspipeline.data_fits.stats.MultivariateLogNormal property) (ionworkspipeline.data_fits.stats.MultivariateNormal property) create_validation_plots() (ionworkspipeline.data_fits.objectives.BaseObjective method) create_validation_plots_json() (ionworkspipeline.data_fits.objectives.BaseObjective method) CurrentDriven (class in ionworkspipeline.objectives) custom_set_initial_state() (ionworkspipeline.data_fits.models.ECM static method) (ionworkspipeline.data_fits.models.SingleElectrodeLumpedSPMR static method) CyclableLithium (class in ionworkspipeline.calculations) CycleAgeing (class in ionworkspipeline.objectives) D data_fit_runner (ionworkspipeline.data_fits.DataFit property) data_fits (ionworkspipeline.data_fits.ArrayDataFit property) DataFit (class in ionworkspipeline.data_fits) default_capacity_function() (ionworkspipeline.data_fits.models.MSMRHalfCellModel method) DEFAULT_CONSTRAINT_SET_WEIGHT() (in module ionworkspipeline.data_fits.objective_functions.regularizers.constraints) default_geometry (ionworkspipeline.data_fits.models.LumpedSPMR property) (ionworkspipeline.data_fits.models.SingleElectrodeLumpedSPMR property) default_msmr_bounds_function() (in module ionworkspipeline.objectives) default_msmr_capacity_bounds_function() (in module ionworkspipeline.objectives) default_on_failure (ionworkspipeline.data_fits.objectives.BaseObjective property) default_options() (ionworkspipeline.data_fits.objectives.BaseObjective class method) (ionworkspipeline.objectives.CalendarAgeing class method) (ionworkspipeline.objectives.CurrentDriven class method) (ionworkspipeline.objectives.CycleAgeing class method) (ionworkspipeline.objectives.EIS class method) (ionworkspipeline.objectives.ElectrodeBalancing class method) (ionworkspipeline.objectives.ElectrodeBalancingHalfCell class method) (ionworkspipeline.objectives.MSMRFullCell class method) (ionworkspipeline.objectives.MSMRHalfCell class method) (ionworkspipeline.objectives.OCPHalfCell class method) (ionworkspipeline.objectives.Pulse class method) (ionworkspipeline.objectives.Resistance class method) default_spatial_methods (ionworkspipeline.data_fits.models.LumpedSPMR property) (ionworkspipeline.data_fits.models.SingleElectrodeLumpedSPMR property) default_submesh_types (ionworkspipeline.data_fits.models.LumpedSPMR property) (ionworkspipeline.data_fits.models.SingleElectrodeLumpedSPMR property) default_validation_plot_types (ionworkspipeline.data_fits.objectives.BaseObjective attribute) (ionworkspipeline.objectives.CurrentDriven attribute) (ionworkspipeline.objectives.CycleAgeing attribute) default_var_pts (ionworkspipeline.data_fits.models.LumpedSPMR property) (ionworkspipeline.data_fits.models.SingleElectrodeLumpedSPMR property) defaults() (in module ionworkspipeline.pipelines.half_cell) DensityFromVolumeAndMass (class in ionworkspipeline.calculations) DesignFunction (class in ionworkspipeline.data_fits.objective_functions.costs) DiameterToSquareWidthHeight (class in ionworkspipeline.calculations) Difference (class in ionworkspipeline.data_fits.objective_functions.costs) DiffusivityDataInterpolant (class in ionworkspipeline.calculations) DiffusivityFromMSMRData (class in ionworkspipeline.calculations) DiffusivityFromMSMRFunction (class in ionworkspipeline.calculations) DiffusivityFromPulse (class in ionworkspipeline.calculations) DirectEntry (class in ionworkspipeline.direct_entries) Dirichlet (class in ionworkspipeline.data_fits.stats) DistributedBackend (class in ionworkspipeline.distributed) Distribution (class in ionworkspipeline.data_fits.stats) distribution (ionworkspipeline.data_fits.stats.Distribution property) DistributionSampler (class in ionworkspipeline.data_fits.distribution_samplers) Dummy (class in ionworkspipeline.optimizers) (class in ionworkspipeline.samplers) E ECM (class in ionworkspipeline.data_fits.models) EIS (class in ionworkspipeline.objectives) ElectrodeBalancing (class in ionworkspipeline.objectives) ElectrodeBalancingHalfCell (class in ionworkspipeline.objectives) ElectrodeCapacity (class in ionworkspipeline.calculations) ElectrodeSOH (class in ionworkspipeline.calculations) ElectrodeSOHHalfCell (class in ionworkspipeline.calculations) ElectrodeVolumeFractionFromLoading (class in ionworkspipeline.calculations) ElectrodeVolumeFractionFromPorosity (class in ionworkspipeline.calculations) ElectrolyteOhmicResistanceModel (class in ionworkspipeline.objectives) entropic_change_data_interpolant_from_csv() (in module ionworkspipeline.calculations) EntropicChangeDataInterpolant (class in ionworkspipeline.calculations) EntropicChangeFromMSMRFunction (class in ionworkspipeline.calculations) eq_constraints (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction property) ErrorFunction (class in ionworkspipeline.data_fits.objective_functions.costs) evaluate_from_outputs() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) evaluate_full() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) evaluate_inputs_and_outputs (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction property) evaluate_to_array() (ionworkspipeline.data_fits.objective_functions.costs.ErrorFunction static method) (ionworkspipeline.data_fits.objective_functions.costs.MAE static method) (ionworkspipeline.data_fits.objective_functions.costs.Max static method) (ionworkspipeline.data_fits.objective_functions.costs.MSE static method) (ionworkspipeline.data_fits.objective_functions.costs.SSE static method) (ionworkspipeline.data_fits.objective_functions.regularizers.Prior method) (ionworkspipeline.data_fits.objective_functions.regularizers.PriorSet method) (ionworkspipeline.data_fits.objective_functions.regularizers.Regularizer method) (ionworkspipeline.data_fits.objective_functions.regularizers.RegularizerSet method) (ionworkspipeline.data_fits.stats.Dirichlet method) (ionworkspipeline.data_fits.stats.Distribution method) (ionworkspipeline.data_fits.stats.LogNormal method) (ionworkspipeline.data_fits.stats.MultivariateLogNormal method) (ionworkspipeline.data_fits.stats.MultivariateNormal method) (ionworkspipeline.data_fits.stats.Normal method) (ionworkspipeline.data_fits.stats.PointMass method) (ionworkspipeline.data_fits.stats.Uniform method) evaluate_to_scalar() (ionworkspipeline.data_fits.objective_functions.costs.ErrorFunction static method) (ionworkspipeline.data_fits.objective_functions.costs.MAE static method) (ionworkspipeline.data_fits.objective_functions.costs.Max static method) (ionworkspipeline.data_fits.objective_functions.costs.MSE static method) (ionworkspipeline.data_fits.objective_functions.costs.RMSE static method) (ionworkspipeline.data_fits.objective_functions.costs.SSE static method) (ionworkspipeline.data_fits.objective_functions.regularizers.Prior method) (ionworkspipeline.data_fits.objective_functions.regularizers.PriorSet method) (ionworkspipeline.data_fits.objective_functions.regularizers.Regularizer method) (ionworkspipeline.data_fits.objective_functions.regularizers.RegularizerSet method) (ionworkspipeline.data_fits.stats.Dirichlet method) (ionworkspipeline.data_fits.stats.Distribution method) (ionworkspipeline.data_fits.stats.LogNormal method) (ionworkspipeline.data_fits.stats.MultivariateLogNormal method) (ionworkspipeline.data_fits.stats.MultivariateNormal method) (ionworkspipeline.data_fits.stats.Normal method) (ionworkspipeline.data_fits.stats.PointMass method) (ionworkspipeline.data_fits.stats.Uniform method) Exp (class in ionworkspipeline.data_fits.transforms) exp_safe() (in module ionworkspipeline.util) explicit_initial_guesses (ionworkspipeline.data_fits.DataFit property) export_json() (ionworkspipeline.Validation method) export_python_script() (in module ionworkspipeline.util) export_report() (ionworkspipeline.Validation method) F fig_axes (ionworkspipeline.data_fits.CostLogger property) finalize_output() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) finish() (ionworkspipeline.data_fits.CostLogger method) finished (ionworkspipeline.data_fits.CostLogger property) fit_plot_save() (in module ionworkspipeline.workflows.current_driven) (in module ionworkspipeline.workflows.full_cell_ocv) (in module ionworkspipeline.workflows.half_cell_ocp) from_db() (ionworkspipeline.direct_entries.DirectEntry class method) from_json() (in module ionworkspipeline.direct_entries) FullCellResistanceModel (class in ionworkspipeline.objectives) fun (ionworkspipeline.data_fits.objective_functions.regularizers.Regularizer property) FunctionPrefactor() (in module ionworkspipeline.util) FunctionTimeout (class in ionworkspipeline.util) FunctionTimeoutError (class in ionworkspipeline.util) G generate_msmr_ocp_data() (in module ionworkspipeline.data_fits.util) generate_pulse_diffusivity_data_from_csv() (in module ionworkspipeline.data_fits.util) get_backend() (in module ionworkspipeline.distributed) get_batch() (ionworkspipeline.data_fits.DataFit method) get_bounds() (ionworkspipeline.Parameter method) get_current_function_from_data() (in module ionworkspipeline.data_fits.util) get_current_steps_from_data() (in module ionworkspipeline.data_fits.util) get_fit_results() (ionworkspipeline.data_fits.DataFit method) (ionworkspipeline.Result method) get_initial_capacity_and_lower_excess_capacity() (in module ionworkspipeline.objectives) get_initial_guess_distribution() (ionworkspipeline.Parameter method) get_initial_soc_from_voltage() (ionworkspipeline.data_fits.models.ECM static method) (ionworkspipeline.data_fits.models.SingleElectrodeLumpedSPMR static method) get_initial_state() (ionworkspipeline.data_fits.models.LumpedSPMR static method) get_initial_value() (ionworkspipeline.Parameter method) get_msmr_capacity_params_for_fit() (in module ionworkspipeline.objectives) get_msmr_params_for_fit() (in module ionworkspipeline.objectives) get_objective_and_callbacks() (in module ionworkspipeline.workflows.common) get_objective_names() (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) get_pulse_objectives_by_cycle() (in module ionworkspipeline.objectives) get_q_half_cell_msmr() (in module ionworkspipeline.objectives) get_stoichiometry_limits() (ionworkspipeline.data_fits.models.LumpedSPMR static method) get_theta_half_cell_msmr() (in module ionworkspipeline.objectives) get_time_in_seconds() (in module ionworkspipeline.data_fits.util) get_U_half_cell() (in module ionworkspipeline.objectives) gitt_diffusivity_interpolant() (in module ionworkspipeline.pipelines.half_cell) gitt_diffusivity_msmr() (in module ionworkspipeline.pipelines.half_cell) gitt_features_objective_variables() (in module ionworkspipeline.objectives) gradient (ionworkspipeline.ParameterEstimator property) gradient() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) GravimetricEnergyDensity (class in ionworkspipeline.data_fits.models.variables) GreaterThan (class in ionworkspipeline.data_fits.models.metrics) GridSearch (class in ionworkspipeline.samplers) H HalfCellNominalCapacity (class in ionworkspipeline.calculations) HalfCellResistanceModel (class in ionworkspipeline.objectives) has_simulation_experiment (ionworkspipeline.data_fits.objectives.BaseObjective property) hessian() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) HypercubeSampler (class in ionworkspipeline.data_fits.distribution_samplers) I ici_features_objective_variables() (in module ionworkspipeline.objectives) Identity (class in ionworkspipeline.data_fits.transforms) ineq_constraints (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction property) initial_guess() (ionworkspipeline.objectives.MSMRHalfCell method) initial_guess_distribution (ionworkspipeline.data_fits.transforms.Transform property) (ionworkspipeline.Parameter property) initial_guess_distributions (ionworkspipeline.data_fits.DataFit property) initial_guess_sampler (ionworkspipeline.data_fits.DataFit property) initial_value (ionworkspipeline.data_fits.transforms.Transform property) (ionworkspipeline.Parameter property) InitialConcentrationFromInitialStoichiometryHalfCell (class in ionworkspipeline.calculations) initialize_output() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) (ionworkspipeline.data_fits.objective_functions.costs.ErrorFunction method) InitialSOC (class in ionworkspipeline.calculations) InitialSOCfromMaximumStoichiometry (class in ionworkspipeline.calculations) InitialSOCHalfCell (class in ionworkspipeline.calculations) InitialStoichiometryFromVoltageHalfCell (class in ionworkspipeline.calculations) InitialStoichiometryFromVoltageMSMRHalfCell (class in ionworkspipeline.calculations) InitialVoltageFromConcentration (class in ionworkspipeline.calculations) input_param_names (ionworkspipeline.direct_entries.PiecewiseInterpolation1D property) (ionworkspipeline.direct_entries.PiecewiseInterpolation2D property) InputFunctionWrapper() (in module ionworkspipeline.util) inputs (ionworkspipeline.calculations.SlopesToKnots property) (ionworkspipeline.calculations.SlopesToKnots2D property) inv_cholesky_cov (ionworkspipeline.data_fits.stats.MultivariateNormal property) inv_cov (ionworkspipeline.data_fits.stats.MultivariateNormal property) Inverse (class in ionworkspipeline.data_fits.transforms) inverse_transform() (ionworkspipeline.data_fits.transforms.Transform method) ionworkspipeline module is_inequality (ionworkspipeline.data_fits.objective_functions.regularizers.Constraint property) is_monotonic_transform() (ionworkspipeline.data_fits.transforms.Transform method) is_parent (ionworkspipeline.data_fits.CostLogger property) (ionworkspipeline.data_fits.DataFit property) is_transformed (ionworkspipeline.data_fits.transforms.Transform property) (ionworkspipeline.Parameter property) J jacobian() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) JellyRollThermalDimensions (class in ionworkspipeline.calculations) job_ids (ionworkspipeline.data_fits.DataFit property) Joblib (class in ionworkspipeline.distributed) L landesfeind_electrolyte() (in module ionworkspipeline.direct_entries) LatinHypercube (class in ionworkspipeline.data_fits.distribution_samplers) lb (ionworkspipeline.data_fits.stats.Uniform property) LessThan (class in ionworkspipeline.data_fits.models.metrics) li_plating_defaults() (in module ionworkspipeline.direct_entries) Library (class in ionworkspipeline) likelihood() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) lithium_metal_anode() (in module ionworkspipeline.direct_entries) load_data_metadata() (in module ionworkspipeline.data_fits.util) Log (class in ionworkspipeline.data_fits.transforms) log() (ionworkspipeline.data_fits.CostLogger method) Log10 (class in ionworkspipeline.data_fits.transforms) log_pdfs (ionworkspipeline.SamplerResult property) LogNormal (class in ionworkspipeline.data_fits.stats) low_memory (ionworkspipeline.data_fits.CostLogger property) LumpedHeatCapacityAndDensity (class in ionworkspipeline.calculations) LumpedSPMeR (class in ionworkspipeline.data_fits.models) LumpedSPMR (class in ionworkspipeline.data_fits.models) M MAE (class in ionworkspipeline.data_fits.objective_functions.costs) Material (class in ionworkspipeline) materials (ionworkspipeline.Library property) Max (class in ionworkspipeline.data_fits.objective_functions.costs) max_batch_size (ionworkspipeline.data_fits.DataFit property) Maximize (class in ionworkspipeline.data_fits.models.metrics) Maximum (class in ionworkspipeline.data_fits.models.metrics) Mean (class in ionworkspipeline.data_fits.models.metrics) mean (ionworkspipeline.data_fits.stats.LogNormal property) (ionworkspipeline.data_fits.stats.MultivariateLogNormal property) (ionworkspipeline.data_fits.stats.MultivariateNormal property) (ionworkspipeline.data_fits.stats.Normal property) mechanical_degradation_defaults() (in module ionworkspipeline.direct_entries) Minimize (class in ionworkspipeline.data_fits.models.metrics) Minimum (class in ionworkspipeline.data_fits.models.metrics) MLE (class in ionworkspipeline.data_fits.objective_functions.costs) module ionworkspipeline MSE (class in ionworkspipeline.data_fits.objective_functions.costs) msmr_half_cell_initial_guess() (in module ionworkspipeline.objectives) msmr_Qj_to_Xj() (in module ionworkspipeline.objectives) msmr_sort_params() (in module ionworkspipeline.objectives) msmr_Xj_to_Qj() (in module ionworkspipeline.objectives) MSMRElectrodeSOHHalfCell (class in ionworkspipeline.calculations) MSMRFullCell (class in ionworkspipeline.objectives) MSMRFullCellCapacities (class in ionworkspipeline.calculations) MSMRFullCellModel (class in ionworkspipeline.data_fits.models) MSMRFunction (class in ionworkspipeline.calculations) MSMRHalfCell (class in ionworkspipeline.objectives) MSMRHalfCellModel (class in ionworkspipeline.data_fits.models) MultiCost (class in ionworkspipeline.data_fits.objective_functions.costs) multiprocessing (ionworkspipeline.data_fits.CostLogger property) multistarts (ionworkspipeline.data_fits.DataFit property) multivariate (ionworkspipeline.data_fits.stats.Dirichlet property) (ionworkspipeline.data_fits.stats.Distribution property) (ionworkspipeline.data_fits.stats.LogNormal property) (ionworkspipeline.data_fits.stats.MultivariateLogNormal property) (ionworkspipeline.data_fits.stats.MultivariateNormal property) (ionworkspipeline.data_fits.stats.Normal property) (ionworkspipeline.data_fits.stats.PointMass property) (ionworkspipeline.data_fits.stats.Uniform property) MultivariateLogNormal (class in ionworkspipeline.data_fits.stats) MultivariateNormal (class in ionworkspipeline.data_fits.stats) N name (ionworkspipeline.data_fits.models.metrics.BaseAction property) (ionworkspipeline.data_fits.models.metrics.BaseMetric property) (ionworkspipeline.data_fits.models.metrics.GreaterThan property) (ionworkspipeline.data_fits.models.metrics.LessThan property) (ionworkspipeline.data_fits.models.variables.BaseVariable property) nan_values() (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) nanargmax() (in module ionworkspipeline.util) nanargmin() (in module ionworkspipeline.util) nanmax() (in module ionworkspipeline.util) nanmin() (in module ionworkspipeline.util) Negate (class in ionworkspipeline.data_fits.transforms) negative_to_positive_half_cell() (in module ionworkspipeline.data_fits.util) Normal (class in ionworkspipeline.data_fits.stats) num_batches (ionworkspipeline.data_fits.DataFit property) num_jobs (ionworkspipeline.data_fits.CostLogger property) num_workers (ionworkspipeline.optimizers.Pints property) nyman_electrolyte() (in module ionworkspipeline.direct_entries) O objective_and_gradient (ionworkspipeline.ParameterEstimator property) objective_function (ionworkspipeline.data_fits.DataFit property) objective_names (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction property) objective_weights() (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) ObjectiveFunction (class in ionworkspipeline.data_fits.objective_functions.costs) ocp_data_interpolant_from_csv() (in module ionworkspipeline.calculations) ocp_msmr() (in module ionworkspipeline.pipelines.half_cell) ocp_msmr_interpolant() (in module ionworkspipeline.pipelines.half_cell) OCPDataInterpolant (class in ionworkspipeline.calculations) OCPDataInterpolantMSMRExtrapolation (class in ionworkspipeline.calculations) OCPHalfCell (class in ionworkspipeline.objectives) OCPMSMRInterpolant (class in ionworkspipeline.calculations) on_datafit_finish() (ionworkspipeline.callbacks.Callback method) (ionworkspipeline.callbacks.SaveResultsCallback method) (ionworkspipeline.objectives.OpenCircuitHalfCellHysteresisCallback method) on_datafit_start() (ionworkspipeline.callbacks.Callback method) (ionworkspipeline.callbacks.SaveResultsCallback method) on_objective_build() (ionworkspipeline.callbacks.Callback method) (ionworkspipeline.callbacks.SaveResultsCallback method) (ionworkspipeline.objectives.OpenCircuitHalfCellHysteresisCallback method) on_run_iteration() (ionworkspipeline.callbacks.Callback method) one_cm2_cell() (in module ionworkspipeline.direct_entries) OpenCircuitHalfCellHysteresisCallback (class in ionworkspipeline.objectives) OpenCircuitLimits (class in ionworkspipeline.calculations) Optimizer (class in ionworkspipeline.optimizers) optimizer (ionworkspipeline.optimizers.Pints property) OptimizerResult (class in ionworkspipeline) outputs (ionworkspipeline.calculations.SlopesToKnots property) (ionworkspipeline.calculations.SlopesToKnots2D property) overpotentials_objective_variables() (in module ionworkspipeline.objectives) P parallel (ionworkspipeline.optimizers.Pints property) Parameter (class in ionworkspipeline) ParameterEstimator (class in ionworkspipeline) ParameterValues (class in ionworkspipeline.parameter_values) parent (ionworkspipeline.data_fits.CostLogger property) parse_variable_value() (ionworkspipeline.data_fits.objective_functions.costs.DesignFunction method) pdf() (ionworkspipeline.data_fits.stats.Dirichlet method) (ionworkspipeline.data_fits.stats.Distribution method) (ionworkspipeline.data_fits.stats.MultivariateLogNormal method) (ionworkspipeline.data_fits.stats.PointMass method) penalties (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction property) Penalty (class in ionworkspipeline.data_fits.objective_functions.regularizers) PenaltySet (class in ionworkspipeline.data_fits.objective_functions.regularizers) PiecewiseInterpolation1D (class in ionworkspipeline.direct_entries) PiecewiseInterpolation2D (class in ionworkspipeline.direct_entries) PiecewiseLinearTimeseries (class in ionworkspipeline.data_fits.preprocess) Pints (class in ionworkspipeline.optimizers) (class in ionworkspipeline.samplers) Pipeline (class in ionworkspipeline) plot() (in module ionworkspipeline.workflows.common) (ionworkspipeline.data_fits.CostLogger method) plot_arrhenius() (ionworkspipeline.calculations.ArrheniusLogLinear method) plot_each_species_msmr() (in module ionworkspipeline.objectives) plot_every (ionworkspipeline.data_fits.CostLogger property) plot_fit_results() (ionworkspipeline.calculations.OCPDataInterpolantMSMRExtrapolation method) (ionworkspipeline.calculations.OCPMSMRInterpolant method) (ionworkspipeline.callbacks.Callback method) (ionworkspipeline.data_fits.DataFit method) (ionworkspipeline.objectives.OpenCircuitHalfCellHysteresisCallback method) (ionworkspipeline.Result method) plot_flag (ionworkspipeline.data_fits.CostLogger property) plot_full_cell_ocv() (in module ionworkspipeline.objectives) plot_half_cell_ocp() (in module ionworkspipeline.objectives) plot_refresh() (ionworkspipeline.data_fits.CostLogger method) plot_sampler_results() (ionworkspipeline.data_fits.DataFit method) plot_trace() (ionworkspipeline.data_fits.DataFit method) plot_variables (ionworkspipeline.data_fits.CostLogger property) plot_voltage_components() (ionworkspipeline.data_fits.models.LumpedSPMR static method) (ionworkspipeline.data_fits.models.SingleElectrodeLumpedSPMR static method) PointBased (class in ionworkspipeline.data_fits.models.metrics) PointEstimate (class in ionworkspipeline.optimizers) (class in ionworkspipeline.samplers) PointMass (class in ionworkspipeline.data_fits.stats) population_size (ionworkspipeline.optimizers.Pints property) PorosityFromElectrodeVolumeFraction (class in ionworkspipeline.calculations) positive_to_negative_half_cell() (in module ionworkspipeline.data_fits.util) PouchCellThermalDimensions (class in ionworkspipeline.calculations) Pow10 (class in ionworkspipeline.data_fits.transforms) ppf() (ionworkspipeline.data_fits.stats.Dirichlet method) (ionworkspipeline.data_fits.stats.Distribution method) (ionworkspipeline.data_fits.stats.LogNormal method) (ionworkspipeline.data_fits.stats.MultivariateLogNormal method) (ionworkspipeline.data_fits.stats.MultivariateNormal method) (ionworkspipeline.data_fits.stats.PointMass method) prepare_validation_results() (ionworkspipeline.data_fits.objectives.BaseObjective method) (ionworkspipeline.objectives.CurrentDriven method) (ionworkspipeline.objectives.CycleAgeing method) (ionworkspipeline.objectives.EIS method) print_every (ionworkspipeline.data_fits.CostLogger property) Prior (class in ionworkspipeline.data_fits.objective_functions.regularizers) prior (ionworkspipeline.data_fits.transforms.Transform property) (ionworkspipeline.Parameter property) priors (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction property) PriorSet (class in ionworkspipeline.data_fits.objective_functions.regularizers) probabilistic (ionworkspipeline.data_fits.CostLogger property) process_cost() (ionworkspipeline.data_fits.DataFit method) process_filename() (in module ionworkspipeline.workflows.common) process_initial_guess_distributions() (ionworkspipeline.data_fits.DataFit method) process_objectives() (ionworkspipeline.data_fits.DataFit method) process_optimizer() (ionworkspipeline.data_fits.DataFit method) process_symbol() (ionworkspipeline.data_fits.objective_functions.regularizers.Constraint method) (ionworkspipeline.data_fits.objective_functions.regularizers.Regularizer method) Pulse (class in ionworkspipeline.objectives) pulse_data_to_ocp() (in module ionworkspipeline.data_fits.preprocess) R rand() (ionworkspipeline.data_fits.stats.Dirichlet method) (ionworkspipeline.data_fits.stats.Distribution method) (ionworkspipeline.data_fits.stats.LogNormal method) (ionworkspipeline.data_fits.stats.MultivariateLogNormal method) (ionworkspipeline.data_fits.stats.MultivariateNormal method) (ionworkspipeline.data_fits.stats.PointMass method) Regularizer (class in ionworkspipeline.data_fits.objective_functions.regularizers) regularizer_set_weight (ionworkspipeline.data_fits.objective_functions.regularizers.RegularizerSet property) regularizer_weight (ionworkspipeline.data_fits.objective_functions.regularizers.Regularizer property) regularizers (ionworkspipeline.data_fits.objective_functions.regularizers.RegularizerSet property) RegularizerSet (class in ionworkspipeline.data_fits.objective_functions.regularizers) remove_duplicate_ocp() (in module ionworkspipeline.data_fits.preprocess) remove_model_events (ionworkspipeline.data_fits.objectives.BaseObjective property) (ionworkspipeline.objectives.CalendarAgeing property) (ionworkspipeline.objectives.CurrentDriven property) (ionworkspipeline.objectives.Pulse property) remove_ocp_extremes() (in module ionworkspipeline.data_fits.preprocess) reset() (ionworkspipeline.data_fits.CostLogger method) (ionworkspipeline.data_fits.distribution_samplers.Uniform method) reset_callbacks() (ionworkspipeline.data_fits.objectives.BaseObjective method) residuals() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) residuals_to_scalar() (ionworkspipeline.data_fits.objective_functions.costs.ErrorFunction static method) Resistance (class in ionworkspipeline.objectives) ResistanceModel (class in ionworkspipeline.objectives) resistances_objective_variables() (in module ionworkspipeline.objectives) Result (class in ionworkspipeline) RMSE (class in ionworkspipeline.data_fits.objective_functions.costs) run() (ionworkspipeline.calculations.AreaToSquareWidthHeight method) (ionworkspipeline.calculations.ArrheniusDiffusivityFromMSMRData method) (ionworkspipeline.calculations.ArrheniusDiffusivityFromMSMRFunction method) (ionworkspipeline.calculations.ArrheniusLogLinear method) (ionworkspipeline.calculations.AverageMSMRParameters method) (ionworkspipeline.calculations.Calculation method) (ionworkspipeline.calculations.CellMass method) (ionworkspipeline.calculations.CyclableLithium method) (ionworkspipeline.calculations.DensityFromVolumeAndMass method) (ionworkspipeline.calculations.DiameterToSquareWidthHeight method) (ionworkspipeline.calculations.DiffusivityDataInterpolant method) (ionworkspipeline.calculations.DiffusivityFromMSMRData method) (ionworkspipeline.calculations.DiffusivityFromMSMRFunction method) (ionworkspipeline.calculations.DiffusivityFromPulse method) (ionworkspipeline.calculations.ElectrodeCapacity method) (ionworkspipeline.calculations.ElectrodeSOH method) (ionworkspipeline.calculations.ElectrodeSOHHalfCell method) (ionworkspipeline.calculations.ElectrodeVolumeFractionFromLoading method) (ionworkspipeline.calculations.ElectrodeVolumeFractionFromPorosity method) (ionworkspipeline.calculations.EntropicChangeDataInterpolant method) (ionworkspipeline.calculations.EntropicChangeFromMSMRFunction method) (ionworkspipeline.calculations.HalfCellNominalCapacity method) (ionworkspipeline.calculations.InitialConcentrationFromInitialStoichiometryHalfCell method) (ionworkspipeline.calculations.InitialSOC method) (ionworkspipeline.calculations.InitialSOCfromMaximumStoichiometry method) (ionworkspipeline.calculations.InitialSOCHalfCell method) (ionworkspipeline.calculations.InitialStoichiometryFromVoltageHalfCell method) (ionworkspipeline.calculations.InitialStoichiometryFromVoltageMSMRHalfCell method) (ionworkspipeline.calculations.InitialVoltageFromConcentration method) (ionworkspipeline.calculations.JellyRollThermalDimensions method) (ionworkspipeline.calculations.LumpedHeatCapacityAndDensity method) (ionworkspipeline.calculations.MSMRElectrodeSOHHalfCell method) (ionworkspipeline.calculations.MSMRFullCellCapacities method) (ionworkspipeline.calculations.MSMRFunction method) (ionworkspipeline.calculations.OCPDataInterpolant method) (ionworkspipeline.calculations.OCPDataInterpolantMSMRExtrapolation method) (ionworkspipeline.calculations.OCPMSMRInterpolant method) (ionworkspipeline.calculations.OpenCircuitLimits method) (ionworkspipeline.calculations.PorosityFromElectrodeVolumeFraction method) (ionworkspipeline.calculations.PouchCellThermalDimensions method) (ionworkspipeline.calculations.SlopesToKnots method) (ionworkspipeline.calculations.SlopesToKnots2D method) (ionworkspipeline.calculations.SpecificHeatCapacity method) (ionworkspipeline.calculations.StoichiometryAtMinimumSOC method) (ionworkspipeline.calculations.StoichiometryLimitsFromCapacity method) (ionworkspipeline.calculations.SurfaceAreaToVolumeRatio method) (ionworkspipeline.data_fits.ArrayDataFit method) (ionworkspipeline.data_fits.DataFit method) (ionworkspipeline.data_fits.models.metrics.BaseAction method) (ionworkspipeline.data_fits.models.metrics.BaseMetric method) (ionworkspipeline.direct_entries.BaseInterpolation method) (ionworkspipeline.direct_entries.DirectEntry method) (ionworkspipeline.optimizers.Optimizer method) (ionworkspipeline.optimizers.Pints method) (ionworkspipeline.optimizers.PointEstimate method) (ionworkspipeline.optimizers.ScipyDifferentialEvolution method) (ionworkspipeline.optimizers.ScipyDualAnnealing method) (ionworkspipeline.optimizers.ScipyLeastSquares method) (ionworkspipeline.optimizers.ScipyMinimize method) (ionworkspipeline.optimizers.ScipyShgo method) (ionworkspipeline.parameter_estimators.Chain method) (ionworkspipeline.ParameterEstimator method) (ionworkspipeline.Pipeline method) (ionworkspipeline.samplers.GridSearch method) (ionworkspipeline.samplers.Pints method) (ionworkspipeline.samplers.PointEstimate method) (ionworkspipeline.samplers.Sampler method) (ionworkspipeline.Validation method) run_batch() (ionworkspipeline.data_fits.DataFit static method) S Sampler (class in ionworkspipeline.samplers) sampler_confidence_intervals() (ionworkspipeline.data_fits.DataFit method) SamplerResult (class in ionworkspipeline) SaveResultsCallback (class in ionworkspipeline.callbacks) scalar_output (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction property) (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction property) (ionworkspipeline.data_fits.objective_functions.regularizers.Regularizer property) scalarize() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) (ionworkspipeline.data_fits.objective_functions.costs.ErrorFunction method) (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) scale() (ionworkspipeline.data_fits.objective_functions.costs.ChiSquare method) (ionworkspipeline.data_fits.objective_functions.costs.ErrorFunction method) scale_parameter() (ionworkspipeline.parameter_values.ParameterValues method) ScipyDifferentialEvolution (class in ionworkspipeline.optimizers) ScipyDualAnnealing (class in ionworkspipeline.optimizers) ScipyLeastSquares (class in ionworkspipeline.optimizers) ScipyMinimize (class in ionworkspipeline.optimizers) ScipyShgo (class in ionworkspipeline.optimizers) search_materials() (ionworkspipeline.Library method) search_parameters() (ionworkspipeline.Library method) sei_defaults() (in module ionworkspipeline.direct_entries) set_bounds() (ionworkspipeline.Parameter method) (ionworkspipeline.ParameterEstimator method) set_cost() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) set_data_fit() (ionworkspipeline.ParameterEstimator method) set_datafit_attributes() (ionworkspipeline.data_fits.CostLogger method) set_eq_constraints() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) (ionworkspipeline.ParameterEstimator method) set_evaluate_inputs_and_outputs() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) set_evaluation_callback() (ionworkspipeline.optimizers.Pints method) (ionworkspipeline.optimizers.ScipyDifferentialEvolution method) set_external_evaluator() (ionworkspipeline.optimizers.Pints method) set_fitting_scale() (ionworkspipeline.Parameter method) set_gradient() (ionworkspipeline.ParameterEstimator method) set_ineq_constraints() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) (ionworkspipeline.ParameterEstimator method) set_initial_guess_distribution() (ionworkspipeline.Parameter method) set_initial_guesses() (ionworkspipeline.data_fits.DataFit method) set_initial_state() (ionworkspipeline.data_fits.models.LumpedSPMR static method) set_low_memory() (ionworkspipeline.data_fits.CostLogger method) set_multiprocessing() (ionworkspipeline.data_fits.CostLogger method) set_objective() (ionworkspipeline.optimizers.Pints method) (ionworkspipeline.ParameterEstimator method) (ionworkspipeline.samplers.Pints method) set_objective_and_gradient() (ionworkspipeline.ParameterEstimator method) set_objective_names() (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) set_parameters() (ionworkspipeline.data_fits.CostLogger method) set_penalties() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) set_prior() (ionworkspipeline.Parameter method) set_priors() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) set_probabilistic() (ionworkspipeline.data_fits.CostLogger method) set_scalar_output() (ionworkspipeline.data_fits.objective_functions.AugmentedObjectiveFunction method) (ionworkspipeline.data_fits.objective_functions.costs.MultiCost method) (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) (ionworkspipeline.data_fits.objective_functions.regularizers.Regularizer method) (ionworkspipeline.data_fits.objective_functions.regularizers.RegularizerSet method) set_x_to_inputs() (ionworkspipeline.data_fits.objective_functions.regularizers.Regularizer method) (ionworkspipeline.data_fits.objective_functions.regularizers.RegularizerSet method) setup() (ionworkspipeline.data_fits.DataFit method) (ionworkspipeline.distributed.DistributedBackend static method) (ionworkspipeline.distributed.Joblib static method) (ionworkspipeline.distributed.SingleProcess static method) show_plot_iterative (ionworkspipeline.data_fits.CostLogger property) show_print_iterative (ionworkspipeline.data_fits.CostLogger property) shutdown() (ionworkspipeline.distributed.DistributedBackend static method) (ionworkspipeline.distributed.Joblib static method) (ionworkspipeline.distributed.SingleProcess static method) SimulationObjective (class in ionworkspipeline.data_fits.objectives) SingleElectrodeLumpedSPMR (class in ionworkspipeline.data_fits.models) SingleProcess (class in ionworkspipeline.distributed) SlopesToKnots (class in ionworkspipeline.calculations) SlopesToKnots2D (class in ionworkspipeline.calculations) SOC (class in ionworkspipeline.data_fits.models.metrics) solve() (ionworkspipeline.data_fits.models.MSMRFullCellModel method) (ionworkspipeline.data_fits.models.MSMRHalfCellModel method) (ionworkspipeline.objectives.ResistanceModel method) solve_full() (ionworkspipeline.data_fits.models.MSMRHalfCellModel method) (ionworkspipeline.objectives.ResistanceModel method) sort_capacity_and_ocp() (in module ionworkspipeline.data_fits.preprocess) spawn_children() (ionworkspipeline.data_fits.CostLogger method) SpecificCapacity (class in ionworkspipeline.data_fits.models.variables) SpecificHeatCapacity (class in ionworkspipeline.calculations) spm_defaults() (in module ionworkspipeline.direct_entries) square_safe() (in module ionworkspipeline.util) SSE (class in ionworkspipeline.data_fits.objective_functions.costs) staircase_running_argmin() (ionworkspipeline.data_fits.CostLogger static method) standard_defaults() (in module ionworkspipeline.direct_entries) start() (ionworkspipeline.data_fits.CostLogger method) std (ionworkspipeline.data_fits.stats.LogNormal property) (ionworkspipeline.data_fits.stats.Normal property) StoichiometryAtMinimumSOC (class in ionworkspipeline.calculations) StoichiometryLimitsFromCapacity (class in ionworkspipeline.calculations) subplots_autolayout() (in module ionworkspipeline.util) Sum (class in ionworkspipeline.data_fits.models.metrics) SumResistanceModel (class in ionworkspipeline.objectives) supports_array_output (ionworkspipeline.data_fits.objective_functions.costs.DesignFunction property) (ionworkspipeline.data_fits.objective_functions.costs.Max property) (ionworkspipeline.data_fits.objective_functions.costs.MultiCost property) (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction property) (ionworkspipeline.data_fits.objective_functions.costs.RMSE property) (ionworkspipeline.data_fits.objective_functions.costs.SSE property) supports_scalar_output (ionworkspipeline.data_fits.objective_functions.costs.DesignFunction property) (ionworkspipeline.data_fits.objective_functions.costs.Max property) (ionworkspipeline.data_fits.objective_functions.costs.MultiCost property) (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction property) (ionworkspipeline.data_fits.objective_functions.costs.RMSE property) (ionworkspipeline.data_fits.objective_functions.costs.SSE property) SurfaceAreaToVolumeRatio (class in ionworkspipeline.calculations) T temperatures() (in module ionworkspipeline.direct_entries) Time (class in ionworkspipeline.data_fits.models.metrics) timer (ionworkspipeline.data_fits.CostLogger property) timeseries_preprocessing() (ionworkspipeline.data_fits.DataFit method) to_config() (ionworkspipeline.calculations.Calculation method) (ionworkspipeline.data_fits.models.metrics.BaseMetric method) (ionworkspipeline.data_fits.models.metrics.GreaterThan method) (ionworkspipeline.data_fits.models.metrics.LessThan method) (ionworkspipeline.data_fits.models.metrics.Maximize method) (ionworkspipeline.data_fits.models.metrics.Minimize method) (ionworkspipeline.data_fits.objective_functions.costs.ChiSquare method) (ionworkspipeline.data_fits.objective_functions.costs.ErrorFunction method) (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) (ionworkspipeline.data_fits.objective_functions.regularizers.Prior method) (ionworkspipeline.data_fits.objective_functions.regularizers.Regularizer method) (ionworkspipeline.data_fits.objectives.BaseObjective method) (ionworkspipeline.data_fits.stats.Distribution method) (ionworkspipeline.direct_entries.DirectEntry method) (ionworkspipeline.direct_entries.PiecewiseInterpolation1D method) (ionworkspipeline.direct_entries.PiecewiseInterpolation2D method) (ionworkspipeline.Parameter method) (ionworkspipeline.ParameterEstimator method) (ionworkspipeline.Pipeline method) (ionworkspipeline.Validation method) to_dict() (ionworkspipeline.data_fits.transforms.Transform method) (ionworkspipeline.Parameter method) Transform (class in ionworkspipeline.data_fits.transforms) transform() (ionworkspipeline.data_fits.transforms.Transform method) transform_name() (ionworkspipeline.data_fits.transforms.Exp static method) (ionworkspipeline.data_fits.transforms.Identity static method) (ionworkspipeline.data_fits.transforms.Inverse static method) (ionworkspipeline.data_fits.transforms.Log static method) (ionworkspipeline.data_fits.transforms.Log10 static method) (ionworkspipeline.data_fits.transforms.Negate static method) (ionworkspipeline.data_fits.transforms.Pow10 static method) (ionworkspipeline.data_fits.transforms.Transform static method) transform_name_recursive() (ionworkspipeline.data_fits.transforms.Transform method) transform_value() (ionworkspipeline.data_fits.transforms.Exp static method) (ionworkspipeline.data_fits.transforms.Identity static method) (ionworkspipeline.data_fits.transforms.Inverse static method) (ionworkspipeline.data_fits.transforms.Log static method) (ionworkspipeline.data_fits.transforms.Log10 static method) (ionworkspipeline.data_fits.transforms.Negate static method) (ionworkspipeline.data_fits.transforms.Pow10 static method) (ionworkspipeline.data_fits.transforms.Transform static method) U ub (ionworkspipeline.data_fits.stats.Uniform property) Uniform (class in ionworkspipeline.data_fits.distribution_samplers) (class in ionworkspipeline.data_fits.stats) univariate (ionworkspipeline.data_fits.stats.Distribution property) V Validation (class in ionworkspipeline) value (ionworkspipeline.data_fits.stats.PointMass property) variable (ionworkspipeline.data_fits.models.metrics.BaseAction property) (ionworkspipeline.data_fits.models.metrics.BaseMetric property) variable_weights() (ionworkspipeline.data_fits.objective_functions.costs.ObjectiveFunction method) Voltage (class in ionworkspipeline.data_fits.models.metrics) voltage_objective_variables() (in module ionworkspipeline.objectives) VolumetricEnergyDensity (class in ionworkspipeline.data_fits.models.variables) W write_data_metadata() (in module ionworkspipeline.data_fits.util) X x (ionworkspipeline.SamplerResult property) x_to_inputs (ionworkspipeline.data_fits.objective_functions.regularizers.Regularizer property) Z zero_activation_energy() (in module ionworkspipeline.direct_entries) zero_entropic_change() (in module ionworkspipeline.direct_entries) zero_variance (ionworkspipeline.data_fits.stats.Distribution property) (ionworkspipeline.data_fits.stats.PointMass property)
