PDELie Support Matrix#

This page is a compact map of the stable v0.x user-facing surface. It is a navigation aid, not a replacement for API_STABILITY.md.

The machine-readable version for the v0.29 recipe release is support_matrix.v0_29.json.

Core Workflows#

Workflow

First APIs

Defensible output

Data readiness

pdelie.data.from_numpy(...), pdelie.data.from_xarray(...), pdelie.data.from_xarray_dataset(...), pdelie.reporting.summarize_xarray_dataset_readiness(...), pdelie.reporting.summarize_field_batch_readiness(...)

report-only compatibility checks for canonical scalar 1D periodic FieldBatch workflows

Candidate validation

pdelie.symmetry.validate_symmetry_candidate(...), pdelie.verification.verify_translation_generator(...), pdelie.reporting.summarize_generator_confidence(...)

configured validation and finite-transform verification evidence

Downstream/export provenance

pdelie.discovery.to_pysindy_trajectories(...), pdelie.discovery.summarize_discovery_bridge_output(...), pdelie.discovery.summarize_discovery_result(...), pdelie.reporting.summarize_downstream_discovery_workflow(...), pdelie.reporting.summarize_split_leakage_provenance(...)

backend-neutral runtime summaries, provenance traceability, and split-risk diagnostics

PDE Support Matrix#

PDE

Generator

Residual

Vertical slice

Candidate validation

Weak support

External-data readiness

Heat

yes

yes

yes

yes

frozen weak slice

yes

Burgers

yes

yes

yes

yes

frozen weak slice

yes

KdV

normalized short-horizon only

yes

yes

yes

no

yes

Fisher-KPP

yes

yes

yes

yes

internal weak diagnostic only

yes

Advection-diffusion

yes

yes

yes

yes

no

yes

KS

no public runtime

no

no

diagnostic/no-go

no

no

Selected Runtime Helpers#

These helpers are stable public APIs under their submodules. They remain runtime supportability tools, not canonical objects or manuscript artifact schemas.

  • pdelie.reporting.summarize_generator_fit_diagnostics

  • pdelie.invariants.compute_periodic_window_coverage

  • pdelie.invariants.diagnose_uniform_translation_consistency

  • pdelie.reporting.summarize_invariant_workflow

  • pdelie.invariants.summarize_uniform_translation_orbit

  • pdelie.invariants.build_uniform_translation_orbit_batch

  • pdelie.invariants.OrbitBatchResult

  • pdelie.symmetry.validate_symmetry_candidate

  • pdelie.symmetry.FormulaGeneratorFamily

  • pdelie.reporting.summarize_generator_confidence

  • pdelie.reporting.summarize_field_batch_readiness

  • pdelie.discovery.summarize_discovery_bridge_output

  • pdelie.discovery.summarize_discovery_result

  • pdelie.reporting.summarize_downstream_discovery_workflow

  • pdelie.reporting.summarize_split_leakage_provenance

  • pdelie.reporting.summarize_weak_form_supportability

  • pdelie.data.from_xarray_dataset

  • pdelie.reporting.summarize_xarray_dataset_readiness

Boundary Statement#

PDELie reports empirical Lie-symmetry diagnostics under explicit contracts. A positive report means the configured evidence passed for the supplied field, residual evaluator, generator candidate, thresholds, and validation path. It is not a mathematical proof, a broad benchmark claim, a learned symmetry model, or a guarantee that finite transforms are safe outside the documented scope.