Index

A

active_api_version() (in module mhx.versioning) api_version_info() (in module mhx.versioning) APIVersionInfo (class in mhx.versioning) apply_physics_terms() (in module mhx.physics) (in module mhx.physics.terms) ArnoldiValidationResult (class in mhx.benchmarks)

assess_duration() (in module mhx.benchmarks) assess_forced_turbulent_reconnection_readiness() (in module mhx.benchmarks) assess_periodic_double_harris_promotion() (in module mhx.benchmarks) assess_rutherford_production_promotion() (in module mhx.campaigns) (in module mhx.campaigns.production) axes() (mhx.grids.CartesianGrid method)

B

BaselineEvaluation (class in mhx.neural_ode) (class in mhx.neural_ode.reproducibility) BenchmarkCatalogEntry (class in mhx.benchmarks) build_equilibrium() (in module mhx.physics) (in module mhx.physics.equilibria)

build_physics_terms() (in module mhx.physics) (in module mhx.physics.terms) build_rutherford_campaign_template() (in module mhx.benchmarks) build_seed_qi_trajectory_dataset() (in module mhx.neural_ode) (in module mhx.neural_ode.reproducibility)

C

CartesianGrid (class in mhx.grids) cell_volume (mhx.grids.CartesianGrid property) checkpoint_every_steps() (mhx.campaigns.production.WalltimePolicy method) (mhx.campaigns.WalltimePolicy method) checkpoint_interval_seconds (mhx.campaigns.production.WalltimePolicy property) (mhx.campaigns.WalltimePolicy property) compute() (mhx.diagnostics.DiagnosticsRegistry method) compute_metric_statistics() (in module mhx.benchmarks) compute_reduced_mhd_diagnostics() (in module mhx.diagnostics)

CosineEquilibriumLinearizationResult (class in mhx.benchmarks) CosineTearingEquilibrium (class in mhx.physics) (class in mhx.physics.equilibria) cosinusoid() (mhx.grids.CartesianGrid method) create() (mhx.physics.equilibria.EquilibriumRegistry method) (mhx.physics.EquilibriumRegistry method) (mhx.physics.PhysicsRegistry method) (mhx.physics.terms.PhysicsRegistry method) critical_points_by_kind() (in module mhx.diagnostics) current_density() (in module mhx.equations.reduced_mhd)

D

default_diagnostics_registry() (in module mhx.diagnostics) default_equilibrium_registry() (in module mhx.physics) (in module mhx.physics.equilibria) default_physics_registry() (in module mhx.physics) (in module mhx.physics.terms) default_seed_robust_qi_gates() (in module mhx.benchmarks) detect_flux_critical_points() (in module mhx.diagnostics)

DiagnosticContext (class in mhx.diagnostics) DiagnosticsConfig (class in mhx.config) DiagnosticSpec (class in mhx.diagnostics) DiagnosticsRegistry (class in mhx.diagnostics) DiffusionEigenvalueResult (class in mhx.benchmarks) double_harris_seeded_long_run_presets() (in module mhx.benchmarks) duration_policy_assessments() (in module mhx.benchmarks) DurationAssessment (class in mhx.benchmarks)

E

ElectronPressureTensorTerm (class in mhx.physics) (class in mhx.physics.terms) Equilibrium (class in mhx.physics) (class in mhx.physics.equilibria) EquilibriumMetadata (class in mhx.physics) (class in mhx.physics.equilibria) EquilibriumRegistry (class in mhx.physics) (class in mhx.physics.equilibria)

evaluate_baselines() (in module mhx.neural_ode) (in module mhx.neural_ode.reproducibility) evaluate_latent_ode_failure_modes() (in module mhx.neural_ode) (in module mhx.neural_ode.reproducibility) execute_rutherford_production_campaign() (in module mhx.campaigns) (in module mhx.campaigns.production)

F

fft_derivative() (in module mhx.numerics.spectral) finite_difference_linearized_reduced_mhd_rhs() (in module mhx.equations.reduced_mhd) fit_exponential_growth() (in module mhx.diagnostics) fit_latent_ode() (in module mhx.neural_ode) (in module mhx.neural_ode.reproducibility) fkr_constant_psi_estimate() (in module mhx.benchmarks) (in module mhx.benchmarks.theory)

FKRConstantPsiEstimate (class in mhx.benchmarks) (class in mhx.benchmarks.theory) FKRGrowthRateResult (class in mhx.benchmarks) FKRWindowResult (class in mhx.benchmarks) FluxCriticalPoint (class in mhx.diagnostics) ForcedTurbulentReconnectionReadinessAssessment (class in mhx.benchmarks) from_mesh_config() (mhx.grids.CartesianGrid class method)

G

generate_seed_ensemble() (in module mhx.benchmarks)

get() (mhx.diagnostics.DiagnosticsRegistry method) gradient() (in module mhx.numerics.spectral)

H

harris_sheet_delta_prime() (in module mhx.benchmarks) (in module mhx.benchmarks.theory)

HarrisDeltaPrimeResult (class in mhx.benchmarks) HyperResistivityTerm (class in mhx.physics) (class in mhx.physics.terms)

I

ideal_tearing_aspect_ratio() (in module mhx.benchmarks) (in module mhx.benchmarks.theory) initial_state() (mhx.physics.equilibria.Equilibrium method) (mhx.physics.Equilibrium method)

inverse_laplacian() (in module mhx.numerics.spectral) island_width_from_mode() (in module mhx.diagnostics)

K

kinetic_energy() (in module mhx.diagnostics)

L

laplacian() (in module mhx.numerics.spectral) LatentODEFit (class in mhx.neural_ode) (class in mhx.neural_ode.reproducibility) lengths (mhx.grids.CartesianGrid property) linear_tearing_initial_state() (in module mhx.benchmarks) linearized_reduced_mhd_operator() (in module mhx.equations.reduced_mhd) linearized_reduced_mhd_rhs() (in module mhx.equations.reduced_mhd) LinearizedRHSResult (class in mhx.benchmarks) LinearTearingDispersionResult (class in mhx.benchmarks) LinearTearingEigenvalueResult (class in mhx.benchmarks) LinearTearingLayerResult (class in mhx.benchmarks) LinearTearingTimeDomainResult (class in mhx.benchmarks)

load_checkpoint_index() (in module mhx.campaigns) (in module mhx.campaigns.production) load_config() (in module mhx.config) load_diagnostics_entry_points() (in module mhx.diagnostics) load_diagnostics_plugin_modules() (in module mhx.diagnostics) load_physics_entry_points() (in module mhx.physics) (in module mhx.physics.terms) load_physics_plugin_modules() (in module mhx.physics) (in module mhx.physics.terms) loglog_slope() (in module mhx.benchmarks) (in module mhx.benchmarks.scaling) loureiro_plasmoid_estimate() (in module mhx.benchmarks) (in module mhx.benchmarks.theory)

M

magnetic_divergence_linf() (in module mhx.diagnostics) magnetic_energy() (in module mhx.diagnostics) make_seeded_initial_state() (in module mhx.benchmarks) make_train_val_test_split() (in module mhx.neural_ode) (in module mhx.neural_ode.reproducibility) max_walltime_seconds (mhx.campaigns.production.WalltimePolicy property) (mhx.campaigns.WalltimePolicy property) mesh() (mhx.grids.CartesianGrid method) MeshConfig (class in mhx.config) metadata() (mhx.diagnostics.DiagnosticsRegistry method) (mhx.physics.equilibria.EquilibriumRegistry method) (mhx.physics.EquilibriumRegistry method) (mhx.physics.PhysicsRegistry method) (mhx.physics.terms.PhysicsRegistry method) mhx.benchmarks module mhx.benchmarks.decay module mhx.benchmarks.scaling module mhx.benchmarks.theory module mhx.benchmarks.timing module mhx.campaigns module mhx.campaigns.production module mhx.config module mhx.diagnostics module mhx.equations.reduced_mhd module mhx.grids module

mhx.io module mhx.neural_ode module mhx.neural_ode.reproducibility module mhx.numerics.spectral module mhx.physics module mhx.physics.equilibria module mhx.physics.terms module mhx.versioning module mode_amplitude() (in module mhx.diagnostics) module mhx.benchmarks mhx.benchmarks.decay mhx.benchmarks.scaling mhx.benchmarks.theory mhx.benchmarks.timing mhx.campaigns mhx.campaigns.production mhx.config mhx.diagnostics mhx.equations.reduced_mhd mhx.grids mhx.io mhx.neural_ode mhx.neural_ode.reproducibility mhx.numerics.spectral mhx.physics mhx.physics.equilibria mhx.physics.terms mhx.versioning

N

names() (mhx.diagnostics.DiagnosticsRegistry method) (mhx.physics.equilibria.EquilibriumRegistry method) (mhx.physics.EquilibriumRegistry method) (mhx.physics.PhysicsRegistry method) (mhx.physics.terms.PhysicsRegistry method)

ndim (mhx.grids.CartesianGrid property) NeuralODEDataset (class in mhx.neural_ode) (class in mhx.neural_ode.reproducibility) NonlinearDurationAuditResult (class in mhx.benchmarks) NonlinearEnergyBudgetResult (class in mhx.benchmarks) NumericsConfig (class in mhx.config)

O

orszag_tang_initial_state() (in module mhx.benchmarks)

OrszagTangVortexResult (class in mhx.benchmarks)

P

PaperPipelineResult (class in mhx.benchmarks) PeriodicCurrentSheetEigenvalueResult (class in mhx.benchmarks) PeriodicCurrentSheetNonlinearBridgeResult (class in mhx.benchmarks) PeriodicCurrentSheetTimeDomainResult (class in mhx.benchmarks) PeriodicDoubleHarrisConvergenceResult (class in mhx.benchmarks) PeriodicDoubleHarrisEquilibrium (class in mhx.physics) (class in mhx.physics.equilibria) PeriodicDoubleHarrisNonlinearGrowthResult (class in mhx.benchmarks) PeriodicDoubleHarrisParameterSweepResult (class in mhx.benchmarks) PeriodicDoubleHarrisPromotionAssessment (class in mhx.benchmarks) PeriodicDoubleHarrisSeededLongRunResult (class in mhx.benchmarks) PhysicsConfig (class in mhx.config) PhysicsRegistry (class in mhx.physics) (class in mhx.physics.terms) PhysicsTerm (class in mhx.physics) (class in mhx.physics.terms)

PhysicsTermMetadata (class in mhx.physics) (class in mhx.physics.terms) plan_rutherford_production_campaign() (in module mhx.campaigns) (in module mhx.campaigns.production) PlasmoidScalingEstimate (class in mhx.benchmarks) (class in mhx.benchmarks.theory) poisson_bracket() (in module mhx.equations.reduced_mhd) PowerIterationValidationResult (class in mhx.benchmarks) ProductionCampaignPlan (class in mhx.campaigns) (class in mhx.campaigns.production) ProductionExecutionResult (class in mhx.campaigns) (class in mhx.campaigns.production) ProductionPromotionAssessment (class in mhx.campaigns) (class in mhx.campaigns.production)

Q

QIMetricGate (class in mhx.benchmarks)

R

read_reduced_mhd_trajectory_npz() (in module mhx.io) ReadinessAssessment (class in mhx.benchmarks) reconnected_flux_amplitude() (in module mhx.diagnostics) ReconnectionScalingResult (class in mhx.benchmarks) (class in mhx.benchmarks.scaling) reduced_mhd_residual_norm() (in module mhx.equations.reduced_mhd) reduced_mhd_rhs() (in module mhx.equations.reduced_mhd) ReducedMHDLinearEigenmodeResult (class in mhx.benchmarks) register() (mhx.diagnostics.DiagnosticsRegistry method) (mhx.physics.equilibria.EquilibriumRegistry method) (mhx.physics.EquilibriumRegistry method) (mhx.physics.PhysicsRegistry method) (mhx.physics.terms.PhysicsRegistry method) ReleaseCandidateAssessment (class in mhx.benchmarks) require_duration_for_claim() (in module mhx.benchmarks) require_supported_api_version() (in module mhx.versioning) require_supported_claim_level() (in module mhx.versioning) required_time_for_efolds() (in module mhx.benchmarks) resistive_decay_rate() (in module mhx.benchmarks) (in module mhx.benchmarks.decay) ResistiveDecayResult (class in mhx.benchmarks) (class in mhx.benchmarks.decay) ResumePlan (class in mhx.campaigns) (class in mhx.campaigns.production) rhs_addition() (mhx.physics.PhysicsTerm method) (mhx.physics.terms.PhysicsTerm method) run_arnoldi_validation() (in module mhx.benchmarks) run_cosine_equilibrium_linearization_validation() (in module mhx.benchmarks) run_decaying_mhd_turbulence_validation() (in module mhx.benchmarks) run_diffusion_eigenvalue_validation() (in module mhx.benchmarks) run_fkr_growth_rate_validation() (in module mhx.benchmarks) run_fkr_window_validation() (in module mhx.benchmarks) run_forced_turbulent_reconnection_validation() (in module mhx.benchmarks) run_harris_delta_prime_validation() (in module mhx.benchmarks)

run_linear_tearing_dispersion_validation() (in module mhx.benchmarks) run_linear_tearing_eigenvalue_validation() (in module mhx.benchmarks) run_linear_tearing_layer_validation() (in module mhx.benchmarks) run_linear_tearing_smoke() (in module mhx.benchmarks) run_linear_tearing_timedomain_validation() (in module mhx.benchmarks) run_linearized_rhs_validation() (in module mhx.benchmarks) run_nonlinear_duration_audit() (in module mhx.benchmarks) run_nonlinear_energy_budget_validation() (in module mhx.benchmarks) run_orszag_tang_vortex_validation() (in module mhx.benchmarks) run_periodic_current_sheet_eigenvalue_validation() (in module mhx.benchmarks) run_periodic_current_sheet_nonlinear_bridge_validation() (in module mhx.benchmarks) run_periodic_current_sheet_timedomain_validation() (in module mhx.benchmarks) run_periodic_double_harris_convergence_validation() (in module mhx.benchmarks) run_periodic_double_harris_nonlinear_growth_validation() (in module mhx.benchmarks) run_periodic_double_harris_parameter_sweep_validation() (in module mhx.benchmarks) run_periodic_double_harris_seeded_long_run_validation() (in module mhx.benchmarks) run_power_iteration_validation() (in module mhx.benchmarks) run_readiness_assessment() (in module mhx.benchmarks) run_reconnection_scaling_validation() (in module mhx.benchmarks) (in module mhx.benchmarks.scaling) run_reduced_mhd_linear_eigenmode_validation() (in module mhx.benchmarks) run_release_candidate_assessment() (in module mhx.benchmarks) run_resistive_decay_validation() (in module mhx.benchmarks) (in module mhx.benchmarks.decay) run_rutherford_campaign_fast() (in module mhx.benchmarks) run_seed_robust_qi() (in module mhx.benchmarks) run_seed_robust_qi_sweep() (in module mhx.benchmarks) run_seed_robust_qi_validation() (in module mhx.benchmarks) run_timing_benchmark() (in module mhx.benchmarks) (in module mhx.benchmarks.timing) RunConfig (class in mhx.config) rutherford_island_full_width() (in module mhx.diagnostics) RutherfordCampaignRunResult (class in mhx.benchmarks) RutherfordCampaignTemplate (class in mhx.benchmarks) RutherfordFastCampaignResult (in module mhx.benchmarks)

S

seeded_perturbation() (in module mhx.benchmarks) seeded_tearing_initial_state() (in module mhx.benchmarks) SeedRobustQIResult (class in mhx.benchmarks) SeedRobustQISweepResult (class in mhx.benchmarks) select_fit_window() (in module mhx.diagnostics) select_resume_checkpoint() (in module mhx.campaigns) (in module mhx.campaigns.production) sinusoid() (mhx.grids.CartesianGrid method)

spacing (mhx.grids.CartesianGrid property) spectral_wavenumbers() (in module mhx.numerics.spectral) SplitManifest (class in mhx.neural_ode) (class in mhx.neural_ode.reproducibility) steps_per_walltime_job() (mhx.campaigns.production.WalltimePolicy method) (mhx.campaigns.WalltimePolicy method) stream_function() (in module mhx.equations.reduced_mhd) summary (mhx.benchmarks.timing.TimingCaseResult property) (mhx.benchmarks.TimingCaseResult property)

T

TimeConfig (class in mhx.config) TimingBenchmarkResult (class in mhx.benchmarks) (class in mhx.benchmarks.timing) TimingCaseResult (class in mhx.benchmarks) (class in mhx.benchmarks.timing) to_dict() (mhx.benchmarks.BenchmarkCatalogEntry method) (mhx.benchmarks.DurationAssessment method) (mhx.benchmarks.FKRConstantPsiEstimate method) (mhx.benchmarks.PlasmoidScalingEstimate method) (mhx.benchmarks.theory.FKRConstantPsiEstimate method) (mhx.benchmarks.theory.PlasmoidScalingEstimate method) (mhx.benchmarks.timing.TimingCaseResult method) (mhx.benchmarks.TimingCaseResult method) (mhx.campaigns.production.ResumePlan method) (mhx.campaigns.production.WalltimePolicy method) (mhx.campaigns.ResumePlan method) (mhx.campaigns.WalltimePolicy method) (mhx.config.RunConfig method) (mhx.versioning.APIVersionInfo method)

to_toml() (mhx.config.RunConfig method) total_energy() (in module mhx.diagnostics) ToyHallOhmTerm (class in mhx.physics) (class in mhx.physics.terms) track_critical_points() (in module mhx.diagnostics) trajectory_energies() (in module mhx.diagnostics) trajectory_mode_amplitude() (in module mhx.diagnostics) TurbulenceResult (class in mhx.benchmarks) turbulent_initial_state() (in module mhx.benchmarks)

U

usable_walltime_seconds (mhx.campaigns.production.WalltimePolicy property) (mhx.campaigns.WalltimePolicy property)

V

validate_run() (in module mhx.benchmarks) validated() (mhx.campaigns.production.WalltimePolicy method) (mhx.campaigns.WalltimePolicy method) validation_catalog_entries() (in module mhx.benchmarks)

validation_suite_cases() (in module mhx.benchmarks) ValidationSuiteCase (class in mhx.benchmarks) VorticityDragTerm (class in mhx.physics) (class in mhx.physics.terms)

W

WalltimePolicy (class in mhx.campaigns) (class in mhx.campaigns.production) with_output_dir() (mhx.config.RunConfig method) write_arnoldi_validation() (in module mhx.benchmarks) write_artifact_manifest() (in module mhx.io) write_benchmark_catalog() (in module mhx.benchmarks) write_checkpoint_metadata() (in module mhx.campaigns) (in module mhx.campaigns.production) write_cosine_equilibrium_linearization_validation() (in module mhx.benchmarks) write_decaying_mhd_turbulence_validation() (in module mhx.benchmarks) write_diffusion_eigenvalue_validation() (in module mhx.benchmarks) write_duration_policy() (in module mhx.benchmarks) write_figures() (mhx.diagnostics.DiagnosticsRegistry method) write_fkr_growth_rate_validation() (in module mhx.benchmarks) write_fkr_window_validation() (in module mhx.benchmarks) write_forced_turbulent_reconnection_readiness_report() (in module mhx.benchmarks) write_forced_turbulent_reconnection_validation() (in module mhx.benchmarks) write_harris_delta_prime_validation() (in module mhx.benchmarks) write_linear_tearing_dispersion_validation() (in module mhx.benchmarks) write_linear_tearing_eigenvalue_validation() (in module mhx.benchmarks) write_linear_tearing_layer_validation() (in module mhx.benchmarks) write_linear_tearing_timedomain_validation() (in module mhx.benchmarks) write_linearized_rhs_validation() (in module mhx.benchmarks) write_manifest() (in module mhx.io) write_neural_ode_reproducibility_bundle() (in module mhx.neural_ode) (in module mhx.neural_ode.reproducibility) write_neural_ode_training_bundle() (in module mhx.neural_ode) (in module mhx.neural_ode.reproducibility) write_nonlinear_duration_audit() (in module mhx.benchmarks) write_nonlinear_energy_budget_validation() (in module mhx.benchmarks) write_orszag_tang_vortex_validation() (in module mhx.benchmarks) write_paper_pipeline() (in module mhx.benchmarks) write_periodic_current_sheet_eigenvalue_validation() (in module mhx.benchmarks)

write_periodic_current_sheet_nonlinear_bridge_validation() (in module mhx.benchmarks) write_periodic_current_sheet_timedomain_validation() (in module mhx.benchmarks) write_periodic_double_harris_convergence_validation() (in module mhx.benchmarks) write_periodic_double_harris_nonlinear_growth_validation() (in module mhx.benchmarks) write_periodic_double_harris_parameter_sweep_validation() (in module mhx.benchmarks) write_periodic_double_harris_promotion_report() (in module mhx.benchmarks) write_periodic_double_harris_seeded_long_run_validation() (in module mhx.benchmarks) write_power_iteration_validation() (in module mhx.benchmarks) write_readiness_report() (in module mhx.benchmarks) write_reconnection_scaling_validation() (in module mhx.benchmarks) (in module mhx.benchmarks.scaling) write_reduced_mhd_linear_eigenmode_validation() (in module mhx.benchmarks) write_reduced_mhd_trajectory_npz() (in module mhx.io) write_release_candidate_report() (in module mhx.benchmarks) write_resistive_decay_validation() (in module mhx.benchmarks) (in module mhx.benchmarks.decay) write_run_report() (in module mhx.benchmarks) write_rutherford_campaign_fast() (in module mhx.benchmarks) write_rutherford_campaign_template() (in module mhx.benchmarks) write_rutherford_production_execution() (in module mhx.campaigns) (in module mhx.campaigns.production) write_rutherford_production_plan() (in module mhx.campaigns) (in module mhx.campaigns.production) write_rutherford_production_promotion_report() (in module mhx.campaigns) (in module mhx.campaigns.production) write_rutherford_resume_plan() (in module mhx.campaigns) (in module mhx.campaigns.production) write_seed_robust_qi() (in module mhx.benchmarks) write_seed_robust_qi_sweep() (in module mhx.benchmarks) write_seed_robust_qi_validation() (in module mhx.benchmarks) write_timing_benchmark() (in module mhx.benchmarks) (in module mhx.benchmarks.timing) write_validation_suite() (in module mhx.benchmarks)

Z

ZeroEquilibrium (class in mhx.physics) (class in mhx.physics.equilibria)