Issues

• Integro-differential example in docs fails

  bug
  SciML/NeuralPDE.jl#1218 · Filter by author m-schwendt opened on Sep 28, 2026

• SDEPINN weak-solve normalization loss never refines: HCubature capped at maxiters = 10

  SciML/NeuralPDE.jl#1215 · Filter by author ChrisRackauckas-Claude opened on Sep 26, 2026

• Docs: qualify default_adtype cross-reference in pdesystem tutorial

  SciML/NeuralPDE.jl#1214 · Filter by author ChrisRackauckas-Claude opened on Sep 26, 2026

• QA red on master: Aqua persistent_tasks check fails (precompile does not exit within 60 s)

  SciML/NeuralPDE.jl#1203 · Filter by author ChrisRackauckas-Claude opened on Sep 23, 2026
  1

• DGM tutorial fails after AutoEnzyme became the default (adjacent-commit reproduction)

  SciML/NeuralPDE.jl#1192 · Filter by author ChrisRackauckas-Claude opened on Sep 23, 2026

• Re-enlarge the DGM tests and tutorial now that problem generation no longer scales with parameter count

  SciML/NeuralPDE.jl#1180 · Filter by author ChrisRackauckas-Claude opened on Sep 13, 2026
  1

• Sampling lifecycle: resample! caveats, seeded variant, and RNG consumption by symbolic_discretize

  SciML/NeuralPDE.jl#1178 · Filter by author ChrisRackauckas-Claude opened on Sep 13, 2026
  1

• Adaptive loss weights as callbacks over the weights parameters

  SciML/NeuralPDE.jl#1177 · Filter by author ChrisRackauckas-Claude opened on Sep 13, 2026
  2

• Bayesian PINNs for PDEs on the rewritten pipeline

  SciML/NeuralPDE.jl#1175 · Filter by author ChrisRackauckas-Claude opened on Sep 13, 2026
  1

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

  SciML/NeuralPDE.jl#1174 · Filter by author ChrisRackauckas-Claude opened on Sep 13, 2026
  1

• Boundary conditions as exact constraints through a constrained solver

  SciML/NeuralPDE.jl#1173 · Filter by author ChrisRackauckas-Claude opened on Sep 13, 2026
  1

• GPU training for the rewritten PDE pipeline

  SciML/NeuralPDE.jl#1172 · Filter by author ChrisRackauckas-Claude opened on Sep 13, 2026
  2

• Parser rewrite follow-ups: integrals, Enzyme/GPU, exact constraints, array coordinates, Bayesian PDEs

  SciML/NeuralPDE.jl#1166 · Filter by author ChrisRackauckas-Claude opened on Sep 12, 2026

• NNPDE1 PDE IV test is underdetermined on the full square (standalone counterexample)

  SciML/NeuralPDE.jl#1164 · Filter by author ChrisRackauckas-Claude opened on Sep 12, 2026
  1

• SDEPINN constrains the initial density at only one spatial point

  SciML/NeuralPDE.jl#1156 · Filter by author ChrisRackauckas-Claude opened on Sep 8, 2026
  2

• NNSDE residual enforces Stratonovich GBM while analytic tests target Itô

  SciML/NeuralPDE.jl#1148 · Filter by author ChrisRackauckas-Claude opened on Sep 5, 2026
  2

• NNSDE2 OU MSE is CI-specific on Julia 1.11 after Optim 2.3 resolution

  SciML/NeuralPDE.jl#1145 · Filter by author ChrisRackauckas-Claude opened on Sep 4, 2026
  1

• Clean master docs fail inverse-collocation accuracy assertion

  SciML/NeuralPDE.jl#1111 · Filter by author ChrisRackauckas-Claude opened on Aug 9, 2026

• PINOODE solution call is ambiguous with dependency derivative calls

  SciML/NeuralPDE.jl#1110 · Filter by author ChrisRackauckas-Claude opened on Aug 9, 2026

• Strict Aqua persistent-task QA fails through current dependencies

  SciML/NeuralPDE.jl#1109 · Filter by author ChrisRackauckas-Claude opened on Aug 9, 2026
  2

• Data-collocation inverse tutorial assertion fails on clean master

  SciML/NeuralPDE.jl#1105 · Filter by author ChrisRackauckas-Claude opened on Aug 9, 2026
  1

• Core trivial-boundary-condition test fails on Julia 1.10

  SciML/NeuralPDE.jl#1104 · Filter by author ChrisRackauckas-Claude opened on Aug 9, 2026

• GPU AD failing

  bug
  SciML/NeuralPDE.jl#1052 · Filter by author nicholaskl97 opened on Apr 23, 2026
  3

• Downgrade test disabled

  SciML/NeuralPDE.jl#1023 · Filter by author ChrisRackauckas-Claude opened on Jan 29, 2026
  6

• Re-enable Julia nightly (pre) tests

  SciML/NeuralPDE.jl#1016 · Filter by author ChrisRackauckas-Claude opened on Jan 16, 2026
  6