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.costs.Cost method) A AbsoluteDifference (class in ionworkspipeline.costs) add_regularization() (ionworkspipeline.data_fits.ObjectiveFunction method) all_results (ionworkspipeline.callbacks.SaveResultsCallback property) alpha (ionworkspipeline.data_fits.stats.Dirichlet property) apply_weights() (ionworkspipeline.costs.ArrayCost method) (ionworkspipeline.costs.Cost method) (ionworkspipeline.costs.MultiCost method) approximate_model_distribution() (ionworkspipeline.data_fits.DataFit 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.optimizers.PDFO property) (ionworkspipeline.optimizers.Pints property) (ionworkspipeline.optimizers.PointEstimate property) (ionworkspipeline.optimizers.ScipyDifferentialEvolution property) (ionworkspipeline.optimizers.ScipyDualAnnealing property) (ionworkspipeline.optimizers.ScipyLeastSquares property) (ionworkspipeline.optimizers.ScipyMinimize property) (ionworkspipeline.optimizers.ScipyShgo property) (ionworkspipeline.ParameterEstimator property) (ionworkspipeline.samplers.GridSearch property) (ionworkspipeline.samplers.Pints property) (ionworkspipeline.samplers.PointEstimate property) ArrayCost (class in ionworkspipeline.costs) 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) ArrheniusLogLinear (class in ionworkspipeline.calculations) B base_regularizer_type (ionworkspipeline.constraints.EqualityConstraintSet property) (ionworkspipeline.constraints.InequalityConstraintSet property) (ionworkspipeline.penalties.PenaltySet property) (ionworkspipeline.priors.PriorSet property) (ionworkspipeline.regularizers.RegularizerSet property) 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.objectives.ChargeTransferResistanceModel method) (ionworkspipeline.objectives.ContactResistanceModel method) (ionworkspipeline.objectives.ElectrolyteOhmicResistanceModel method) (ionworkspipeline.objectives.ResistanceModel method) (ionworkspipeline.objectives.SumResistanceModel 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) 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) 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.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.costs.ArrayCost method) (ionworkspipeline.costs.Cost method) (ionworkspipeline.costs.MultiCost method) (ionworkspipeline.costs.ScalarCost method) (ionworkspipeline.data_fits.ObjectiveFunction method) combined_weights() (ionworkspipeline.costs.Cost static method) compute_hessian() (ionworkspipeline.data_fits.DataFit method) constant_electrolyte() (in module ionworkspipeline.direct_entries) ContactResistanceModel (class in ionworkspipeline.objectives) Cost (class in ionworkspipeline.costs) cost (ionworkspipeline.data_fits.CostLogger property) (ionworkspipeline.data_fits.ObjectiveFunction property) (ionworkspipeline.parameter_estimators.Chain property) (ionworkspipeline.ParameterEstimator property) CostLogger (class in ionworkspipeline.data_fits) cov (ionworkspipeline.data_fits.stats.MultivariateLogNormal property) (ionworkspipeline.data_fits.stats.MultivariateNormal property) create_copy() (ionworkspipeline.Parameter method) CurrentDriven (class in ionworkspipeline.objectives) custom_eq_constraints (ionworkspipeline.optimizers.PDFO property) (ionworkspipeline.optimizers.Pints property) (ionworkspipeline.optimizers.ScipyDifferentialEvolution property) (ionworkspipeline.optimizers.ScipyDualAnnealing property) (ionworkspipeline.optimizers.ScipyLeastSquares property) (ionworkspipeline.optimizers.ScipyMinimize property) (ionworkspipeline.optimizers.ScipyShgo property) (ionworkspipeline.ParameterEstimator property) (ionworkspipeline.samplers.GridSearch property) (ionworkspipeline.samplers.Pints property) (ionworkspipeline.samplers.PointEstimate property) custom_ineq_constraints (ionworkspipeline.optimizers.PDFO property) (ionworkspipeline.optimizers.Pints property) (ionworkspipeline.optimizers.ScipyDifferentialEvolution property) (ionworkspipeline.optimizers.ScipyDualAnnealing property) (ionworkspipeline.optimizers.ScipyLeastSquares property) (ionworkspipeline.optimizers.ScipyMinimize property) (ionworkspipeline.optimizers.ScipyShgo property) (ionworkspipeline.ParameterEstimator property) (ionworkspipeline.samplers.GridSearch property) (ionworkspipeline.samplers.Pints property) (ionworkspipeline.samplers.PointEstimate property) 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.constraints) default_geometry (ionworkspipeline.data_fits.models.LumpedSPMR property) default_msmr_bounds_function() (in module ionworkspipeline.objectives) default_msmr_capacity_bounds_function() (in module ionworkspipeline.objectives) default_spatial_methods (ionworkspipeline.data_fits.models.LumpedSPMR property) default_submesh_types (ionworkspipeline.data_fits.models.LumpedSPMR property) default_var_pts (ionworkspipeline.data_fits.models.LumpedSPMR property) defaults() (in module ionworkspipeline.pipelines.half_cell) DensityFromVolumeAndMass (class in ionworkspipeline.calculations) DiameterToSquareWidthHeight (class in ionworkspipeline.calculations) Difference (class in ionworkspipeline.costs) DiffusivityDataInterpolant (class in ionworkspipeline.calculations) DiffusivityFromMSMRData (class in ionworkspipeline.calculations) DiffusivityFromPulse (class in ionworkspipeline.calculations) DirectEntry (class in ionworkspipeline.direct_entries) Dirichlet (class in ionworkspipeline.data_fits.stats) 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() (ionworkspipeline.calculations method) EntropicChangeDataInterpolant (class in ionworkspipeline.calculations) eq_constraints (ionworkspipeline.data_fits.ObjectiveFunction property) EqualityConstraint (class in ionworkspipeline.constraints) EqualityConstraintSet (class in ionworkspipeline.constraints) estimate_variable_standard_deviations() (ionworkspipeline.data_fits.DataFit method) evaluate() (ionworkspipeline.Parameter method) evaluate_full() (ionworkspipeline.data_fits.ObjectiveFunction method) evaluate_inputs_and_outputs (ionworkspipeline.data_fits.ObjectiveFunction property) evaluate_to_array() (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) (ionworkspipeline.priors.Prior method) (ionworkspipeline.priors.PriorSet method) (ionworkspipeline.regularizers.Regularizer method) (ionworkspipeline.regularizers.RegularizerSet method) evaluate_to_scalar() (ionworkspipeline.constraints.InequalityConstraint 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) (ionworkspipeline.priors.Prior method) (ionworkspipeline.priors.PriorSet method) (ionworkspipeline.regularizers.Regularizer method) (ionworkspipeline.regularizers.RegularizerSet method) Exp (class in ionworkspipeline.data_fits.transforms) exp_safe() (in module ionworkspipeline.util) explicit_initial_guesses (ionworkspipeline.data_fits.DataFit property) export_python_script() (in module ionworkspipeline.util) export_report() (ionworkspipeline.Validation method) F fig_axes (ionworkspipeline.data_fits.CostLogger property) finalize_output() (ionworkspipeline.costs.ArrayCost method) (ionworkspipeline.costs.Cost method) (ionworkspipeline.costs.MultiCost method) (ionworkspipeline.costs.ScalarCost method) (ionworkspipeline.data_fits.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_json() (in module ionworkspipeline.direct_entries) FullCellResistanceModel (class in ionworkspipeline.objectives) fun (ionworkspipeline.regularizers.Regularizer property) FunctionPrefactor() (in module 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_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_value() (ionworkspipeline.Parameter method) get_log() (ionworkspipeline.data_fits.CostLogger 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_pulse_objectives_by_cycle() (in module ionworkspipeline.objectives) get_q_half_cell_msmr() (in module ionworkspipeline.objectives) get_standard_summary_variables() (in module ionworkspipeline.data_fits.objectives) 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) GridSearch (class in ionworkspipeline.samplers) H HalfCellResistanceModel (class in ionworkspipeline.objectives) hessian (ionworkspipeline.data_fits.DataFit property) 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.ObjectiveFunction property) InequalityConstraint (class in ionworkspipeline.constraints) InequalityConstraintSet (class in ionworkspipeline.constraints) initial_concentration_from_parameter_values() (in module ionworkspipeline.data_fits.custom_parameters) initial_concentration_from_voltage() (in module ionworkspipeline.data_fits.custom_parameters) initial_guess() (ionworkspipeline.objectives.MSMRHalfCell method) initial_guess_distributions (ionworkspipeline.data_fits.DataFit property) initial_guess_sampler (ionworkspipeline.data_fits.DataFit property) initial_temperature() (in module ionworkspipeline.data_fits.custom_parameters) initial_value (ionworkspipeline.data_fits.transforms.Transform property) (ionworkspipeline.Parameter property) initialize_output() (ionworkspipeline.costs.ArrayCost method) (ionworkspipeline.costs.Cost method) (ionworkspipeline.costs.MultiCost method) (ionworkspipeline.costs.ScalarCost method) (ionworkspipeline.data_fits.ObjectiveFunction method) InitialSOC (class in ionworkspipeline.calculations) InitialSOCHalfCell (class in ionworkspipeline.calculations) InitialStoichiometryFromVoltageHalfCell (class in ionworkspipeline.calculations) InitialStoichiometryFromVoltageMSMRHalfCell (class in ionworkspipeline.calculations) InitialVoltageFromConcentration (class in ionworkspipeline.calculations) InputFunctionWrapper() (in module ionworkspipeline.util) interpolant() (ionworkspipeline.data_fits.preprocess.PiecewiseLinearTimeseries method) 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_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) iteration (ionworkspipeline.data_fits.CostLogger property) J JellyRollThermalDimensions (class in ionworkspipeline.calculations) job_ids (ionworkspipeline.data_fits.DataFit property) L landesfeind_electrolyte() (in module ionworkspipeline.direct_entries) LatinHypercube (class in ionworkspipeline.data_fits.distribution_samplers) lb (ionworkspipeline.data_fits.stats.Uniform property) li_plating_defaults() (in module ionworkspipeline.direct_entries) Library (class in ionworkspipeline) likelihood() (ionworkspipeline.data_fits.ObjectiveFunction method) linear_confidence_intervals() (ionworkspipeline.data_fits.DataFit 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) LumpedHeatCapacityAndDensity (class in ionworkspipeline.calculations) LumpedSPMR (class in ionworkspipeline.data_fits.models) M MAE (class in ionworkspipeline.costs) Material (class in ionworkspipeline) materials (ionworkspipeline.Library property) Max (class in ionworkspipeline.costs) max_batch_size (ionworkspipeline.data_fits.DataFit property) 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) methods() (ionworkspipeline.optimizers.Pints method) (ionworkspipeline.samplers.Pints method) module ionworkspipeline MSE (class in ionworkspipeline.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.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 nan_values() (ionworkspipeline.costs.Cost 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) normalized_bounds (ionworkspipeline.Parameter property) normalized_initial_value (ionworkspipeline.Parameter property) num_batches (ionworkspipeline.data_fits.DataFit property) num_jobs (ionworkspipeline.data_fits.CostLogger property) num_workers (ionworkspipeline.data_fits.DataFit property) nyman_electrolyte() (in module ionworkspipeline.direct_entries) O Objective (class in ionworkspipeline.objectives) objective_and_gradient (ionworkspipeline.ParameterEstimator property) objective_function (ionworkspipeline.data_fits.DataFit property) objective_weights() (ionworkspipeline.costs.Cost method) ObjectiveFunction (class in ionworkspipeline.data_fits) ocp_data_interpolant_from_csv() (ionworkspipeline.calculations method) ocp_msmr() (in module ionworkspipeline.pipelines.half_cell) ocp_msmr_interpolant() (in module ionworkspipeline.pipelines.half_cell) OCPDataInterpolant (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) OptimizerResult (class in ionworkspipeline) overpotentials_objective_variables() (in module ionworkspipeline.objectives) P Parameter (class in ionworkspipeline) ParameterEstimator (class in ionworkspipeline) parent (ionworkspipeline.data_fits.CostLogger property) 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) PDFO (class in ionworkspipeline.optimizers) penalties (ionworkspipeline.data_fits.ObjectiveFunction property) Penalty (class in ionworkspipeline.penalties) PenaltySet (class in ionworkspipeline.penalties) 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.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) PointEstimate (class in ionworkspipeline.optimizers) (class in ionworkspipeline.samplers) PointMass (class in ionworkspipeline.data_fits.stats) 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) print_every (ionworkspipeline.data_fits.CostLogger property) Prior (class in ionworkspipeline.priors) prior (ionworkspipeline.data_fits.transforms.Transform property) (ionworkspipeline.Parameter property) priors (ionworkspipeline.data_fits.ObjectiveFunction property) PriorSet (class in ionworkspipeline.priors) probabilistic (ionworkspipeline.data_fits.CostLogger property) (ionworkspipeline.optimizers.Optimizer property) (ionworkspipeline.ParameterEstimator property) (ionworkspipeline.samplers.Sampler property) process_filename() (in module ionworkspipeline.workflows.common) process_initial_guess_distributions() (ionworkspipeline.data_fits.DataFit method) process_objectives() (ionworkspipeline.data_fits.DataFit method) Pulse (class in ionworkspipeline.objectives) pulse_data_to_ocp() (in module ionworkspipeline.data_fits.preprocess) R rand() (ionworkspipeline.data_fits.stats.Distribution method) (ionworkspipeline.data_fits.stats.MultivariateLogNormal method) (ionworkspipeline.data_fits.stats.PointMass method) Regularizer (class in ionworkspipeline.regularizers) regularizer_set_weight (ionworkspipeline.regularizers.RegularizerSet property) regularizer_weight (ionworkspipeline.regularizers.Regularizer property) regularizers (ionworkspipeline.regularizers.RegularizerSet property) RegularizerSet (class in ionworkspipeline.regularizers) remove_duplicate_ocp() (in module ionworkspipeline.data_fits.preprocess) 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.objectives.Objective 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.costs) run() (ionworkspipeline.calculations.ArrheniusLogLinear method) (ionworkspipeline.data_fits.ArrayDataFit method) (ionworkspipeline.data_fits.DataFit method) (ionworkspipeline.direct_entries.DirectEntry method) (ionworkspipeline.optimizers.Optimizer method) (ionworkspipeline.optimizers.PDFO 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) 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.costs.ArrayCost property) (ionworkspipeline.costs.Cost property) (ionworkspipeline.costs.MultiCost property) (ionworkspipeline.costs.ScalarCost property) (ionworkspipeline.data_fits.ObjectiveFunction property) (ionworkspipeline.optimizers.PDFO property) (ionworkspipeline.optimizers.Pints property) (ionworkspipeline.optimizers.PointEstimate property) (ionworkspipeline.optimizers.ScipyDifferentialEvolution property) (ionworkspipeline.optimizers.ScipyDualAnnealing property) (ionworkspipeline.optimizers.ScipyLeastSquares property) (ionworkspipeline.optimizers.ScipyMinimize property) (ionworkspipeline.optimizers.ScipyShgo property) (ionworkspipeline.ParameterEstimator property) (ionworkspipeline.regularizers.Regularizer property) (ionworkspipeline.samplers.GridSearch property) (ionworkspipeline.samplers.Pints property) (ionworkspipeline.samplers.PointEstimate property) ScalarCost (class in ionworkspipeline.costs) scalarize() (ionworkspipeline.costs.ArrayCost static method) (ionworkspipeline.costs.Cost static method) (ionworkspipeline.costs.MultiCost method) (ionworkspipeline.costs.ScalarCost static method) (ionworkspipeline.costs.SquaredDifference static method) scale() (ionworkspipeline.costs.ChiSquare method) (ionworkspipeline.costs.Cost 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.ObjectiveFunction method) set_datafit_attributes() (ionworkspipeline.data_fits.CostLogger method) set_eq_constraints() (ionworkspipeline.data_fits.ObjectiveFunction method) (ionworkspipeline.ParameterEstimator method) set_evaluate_inputs_and_outputs() (ionworkspipeline.data_fits.ObjectiveFunction method) set_fitting_scale() (ionworkspipeline.Parameter method) set_gradient() (ionworkspipeline.ParameterEstimator method) set_ineq_constraints() (ionworkspipeline.data_fits.ObjectiveFunction method) (ionworkspipeline.ParameterEstimator method) set_initial_guesses() (ionworkspipeline.data_fits.DataFit method) set_multiprocessing() (ionworkspipeline.data_fits.CostLogger method) set_objective() (ionworkspipeline.ParameterEstimator method) set_objective_and_gradient() (ionworkspipeline.ParameterEstimator method) set_parameters() (ionworkspipeline.data_fits.CostLogger method) set_penalties() (ionworkspipeline.data_fits.ObjectiveFunction method) set_prior() (ionworkspipeline.Parameter method) set_priors() (ionworkspipeline.data_fits.ObjectiveFunction method) set_probabilistic() (ionworkspipeline.data_fits.CostLogger method) set_scalar_output() (ionworkspipeline.regularizers.Regularizer method) (ionworkspipeline.regularizers.RegularizerSet method) set_sign_convention() (ionworkspipeline.constraints.InequalityConstraint method) (ionworkspipeline.constraints.InequalityConstraintSet method) set_x_to_inputs() (ionworkspipeline.regularizers.Regularizer method) (ionworkspipeline.regularizers.RegularizerSet method) show_plot_iterative (ionworkspipeline.data_fits.CostLogger property) show_print_iterative (ionworkspipeline.data_fits.CostLogger property) sign_convention (ionworkspipeline.constraints.InequalityConstraint property) SimulationObjective (class in ionworkspipeline.objectives) 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) SpecificHeatCapacity (class in ionworkspipeline.calculations) spm_defaults() (in module ionworkspipeline.direct_entries) square_safe() (in module ionworkspipeline.util) SquaredDifference (class in ionworkspipeline.costs) SSE (class in ionworkspipeline.costs) 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) SumResistanceModel (class in ionworkspipeline.objectives) SurfaceAreaToVolumeRatio (class in ionworkspipeline.calculations) T temperature_interpolant() (in module ionworkspipeline.data_fits.custom_parameters) temperatures() (in module ionworkspipeline.direct_entries) timer (ionworkspipeline.data_fits.CostLogger property) timeseries_preprocessing() (ionworkspipeline.data_fits.DataFit method) to_dict() (ionworkspipeline.data_fits.transforms.Transform method) (ionworkspipeline.Parameter method) Transform (class in ionworkspipeline.data_fits.transforms) transform() (ionworkspipeline.constraints.InequalityConstraint method) (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_weights() (ionworkspipeline.costs.Cost method) voltage_objective_variables() (in module ionworkspipeline.objectives) W Wasserstein (class in ionworkspipeline.costs) write_data_metadata() (in module ionworkspipeline.data_fits.util) X x (ionworkspipeline.SamplerResult property) x_to_inputs (ionworkspipeline.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)
