Issues

• Add a skill-floor regression test so CI catches a headline-KGE collapse

  enhancementhelp wanted
  Rekin226/HydroPhysicsAI#41 · Filter by author Rekin226 opened on Jul 3, 2026

• Lock an untouched final holdout + add blocked spatial CV (defuse forking-paths risk)

  help wantedresearch
  Rekin226/HydroPhysicsAI#40 · Filter by author Rekin226 opened on Jul 3, 2026

• Add a time-varying abstraction/pumping forcing to the operator

  enhancementhelp wantedresearch
  Rekin226/HydroPhysicsAI#39 · Filter by author Rekin226 opened on Jul 3, 2026

• Add a 10-minute quickstart tutorial on the bundled synthetic sample

  documentationgood first issueup for grabs
  Rekin226/HydroPhysicsAI#38 · Filter by author Rekin226 opened on Jul 3, 2026

• Bring-your-own-data API: GWData.from_arrays + generic loader + validate()

  enhancementhelp wantedup for grabs
  Rekin226/HydroPhysicsAI#36 · Filter by author Rekin226 opened on Jul 3, 2026
  1

  

• Tighten the scope of headline claims (honesty pass)

  documentation
  Rekin226/HydroPhysicsAI#35 · Filter by author Rekin226 opened on Jul 3, 2026

• Deepen the PhysicsNeMo integration: train through framework utilities, not just the Module wrapper

  enhancementhelp wantedperformanceresearch
  Rekin226/HydroPhysicsAI#33 · Filter by author Rekin226 opened on Jul 3, 2026

• One-region transfer pilot (groundwork for a national extension)

  enhancementhelp wantedresearchup for grabs
  Rekin226/HydroPhysicsAI#29 · Filter by author AiGeek226 opened on Jun 22, 2026

• Improve cross-well generalization with richer conditioning (set/attention encoder)

  enhancementhelp wantedresearch
  Rekin226/HydroPhysicsAI#28 · Filter by author AiGeek226 opened on Jun 22, 2026

• Uncertainty quantification for the PhysicsUDE simulation (not just the forecaster)

  enhancementhelp wantedresearch
  Rekin226/HydroPhysicsAI#27 · Filter by author AiGeek226 opened on Jun 22, 2026
  8

  

• Constant-memory adjoint rollout via torchdiffeq.odeint_adjoint

  enhancementhelp wantedresearch
  Rekin226/HydroPhysicsAI#26 · Filter by author AiGeek226 opened on Jun 22, 2026

• LOWO: report static/observable/enriched feature variants side-by-side + fit normalization on train wells only

  help wantedresearchup for grabs
  Rekin226/HydroPhysicsAI#25 · Filter by author AiGeek226 opened on Jun 22, 2026

• ET driver: don't treat missing rainfall as a dry day in net_recharge

  bughelp wantedup for grabs
  Rekin226/HydroPhysicsAI#24 · Filter by author AiGeek226 opened on Jun 22, 2026

• PINN: vectorize RainfallField.at to remove the per-epoch CPU↔GPU round-trip

  help wantedperformanceup for grabs
  Rekin226/HydroPhysicsAI#23 · Filter by author AiGeek226 opened on Jun 22, 2026

• Add pytest-cov coverage reporting to CI

  good first issueup for grabs
  Rekin226/HydroPhysicsAI#22 · Filter by author AiGeek226 opened on Jun 22, 2026

• Log per-well NaN coverage in GWData.summary()

  good first issueup for grabs
  Rekin226/HydroPhysicsAI#21 · Filter by author AiGeek226 opened on Jun 22, 2026

• Add CITATION.cff and a Zenodo DOI badge

  documentationgood first issueup for grabs
  Rekin226/HydroPhysicsAI#20 · Filter by author AiGeek226 opened on Jun 22, 2026

• Use the logging module instead of print() in the CLIs

  enhancementgood first issueup for grabs
  Rekin226/HydroPhysicsAI#19 · Filter by author AiGeek226 opened on Jun 22, 2026