All pull requests

Pull requests

• Make the data-collocation tutorial's old-model check portable

  #1231·ChrisRackauckas opened Oct 14, 2026Member·

  ·

• SDEPINN: enforce the initial density on the whole spatial domain

  #1229·prashant290605 opened Oct 13, 2026·

  ·
  1

• Hold Lux layer state fixed in PhysicsInformedNN networks

  #1223·ChrisRackauckas-Claude opened Oct 7, 2026Member·

  ·
  1

  1

• QA: flag bare docs @ref links to unexported NeuralPDE names

  #1220·ChrisRackauckas-Claude opened Oct 1, 2026Member·

  ·
  1

• Fix SDEPINN normalization loss quadrature

  #1216·jitendravjh opened Sep 26, 2026Contributor·

  ·
  1

• Device-generic PDE training pipeline (GPU support for PhysicsInformedNN)

  #1211·ChrisRackauckas-Claude opened Sep 24, 2026Member·

  ·
  1

• fix: accept the callback and verbose keywords DiffEqBase injects

  #1209·RomanSahakyan03 opened Sep 23, 2026·5 tasks done·

  ·
  1

• Sampling lifecycle: reproducible PINN init and documented/seeded resample!

  #1204·ChrisRackauckas-Claude opened Sep 23, 2026Member·

  ·
  1

  2

• Rebuild Bayesian PINNs for PDEs on the NeuralPDE 7 Systems pipeline

  #1201·ChrisRackauckas-Claude opened Sep 23, 2026Member·

  ·
  1

  1

• Add exact boundary constraints for PINN boundary conditions

  #1200·ChrisRackauckas-Claude opened Sep 23, 2026Member·

  ·
  1

• Restore NeuralPDE 6 DGM network sizes in tests and tutorial

  #1199·ChrisRackauckas-Claude opened Sep 23, 2026Member·

  ·
  1

  2

• General arguments of dependent variables (u(2x), u(t, x+1))

  #1193·ChrisRackauckas-Claude opened Sep 23, 2026Member·

  ·
  1

• Reactant nnode batching

  #1167·RomanSahakyan03 opened Sep 13, 2026·5 tasks done·

  ·
  5

• Support CUDA residuals with QuadratureTraining

  #1158·ChrisRackauckas-Claude opened Sep 8, 2026Member·

  ·
  4

• Fix default verbosity in NNODE and NNSDE

  #1108·ChrisRackauckas-Claude opened Aug 9, 2026Member·

  ·
  1

  3

• Add CUDA Enzyme reverse-mode AD regression test

  #1063·ChrisRackauckas-Claude opened May 13, 2026Member·3 tasks·

  ·

• Fix #914: rewrite integer powers to multiplication on GPU

  #1021·Ambar-13 opened Jan 27, 2026·

  ·
  4

• burgers_mol_vs_pinn.md

  #984·vinay31568 opened Nov 20, 2025·

  ·
  1

• WIP: update ode and dae solvers to use reactant

  #967·sonvijain opened Aug 7, 2025·5 tasks·

  ·

• WIP: Poisson and Brusselator PINN w Lux & Reactant & Symbolic Poisson PINN

  #958·sonvijain opened Jul 3, 2025·5 tasks·

  ·
  6

• Updated the closures with @closure to avoid boxing

  #924·Arushi-Gupta13 opened Feb 24, 2025·

  ·
  12

• Added GPU Support

  #923·Arushi-Gupta13 opened Feb 6, 2025·

  ·

• Make the PDESystem tutorial materialization simpler, without reshape

  #895·asinghvi17 opened Oct 1, 2024Contributor·5 tasks·

  ·
  2

• Physics Informed Point Net

  #875·ka-bear opened Jul 10, 2024·5 tasks done·

  ·
  1

  19

• Add Deep ritz to NeuralPDE.jl

  #857·ayushinav opened May 17, 2024Contributor·5 tasks·

  ·
  3