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Array-valued arguments of dependent variables and vector calculus (u(t, x) with x[1:d])

Status: Open.

#1181 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Sep 13, 2026

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

Status: Open.

#1180 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Sep 13, 2026

NNSDE2 GBM weak-solve tolerance is sensitive to floating-point summation order

Status: Open.

#1179 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Sep 13, 2026

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

Status: Open.

#1178 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Sep 13, 2026

Adaptive loss weights as callbacks over the weights parameters

Status: Open.

#1177 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Sep 13, 2026

Transfer learning by distillation (neural_adapter of NeuralPDE 6)

Status: Open.

#1176 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Sep 13, 2026

Bayesian PINNs for PDEs on the rewritten pipeline

Status: Open.

#1175 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Sep 13, 2026

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

Status: Open.

#1174 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Sep 13, 2026

GPU training for the rewritten PDE pipeline

Status: Open.

#1172 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Sep 13, 2026

Boundary conditions as exact constraints through a constrained solver

Status: Open.

#1173 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Sep 13, 2026

Forward-mode Enzyme derivative backend (AbstractDerivativeLowering)

Status: Open.

#1171 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Sep 13, 2026

Make Enzyme the CPU default for the generated PINN objective

Status: Open.

#1170 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Sep 13, 2026