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Breaking changes from dependency update in PR #1004: MethodOfLines incompatible with Symbolics 7

Status: Open.

#1010 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Jan 7, 2026

Breaking changes from dependency update in PR #1004

Status: Open.

#1009 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Jan 7, 2026

Tests blocked by MethodOfLines incompatibility with ModelingToolkit 11

Status: Open.

#1008 In SciML/NeuralPDE.jl;

· ChrisRackauckas-Claude opened on Jan 7, 2026

XPINN for Multi-Material Domains

question

Status: Open.

#990 In SciML/NeuralPDE.jl;

· Kiarash999 opened on Dec 11, 2025

Proposal- Creating a tutorial comparing PINNs with traditional numerical solvers

Status: Open.

#982 In SciML/NeuralPDE.jl;

· vinay31568 opened on Nov 15, 2025

MTK system type instability with physics-informed neural networks for parameter estimation for ODEs

bug

Status: Open.

#932 In SciML/NeuralPDE.jl;

· oameye opened on Mar 19, 2025

Potential precision loss in AutoDiff through the loss function

bug

Status: Open.

#931 In SciML/NeuralPDE.jl;

· IvanBioli opened on Mar 15, 2025

Any way to directly access the the Residual Vector in NeuralPDEs.jl?

question

Status: Open.

#929 In SciML/NeuralPDE.jl;

· IvanBioli opened on Mar 7, 2025

Nonlinear equations work on CPU but not GPU

bug

Status: Open.

#914 In SciML/NeuralPDE.jl;

· nicholaskl97 opened on Nov 18, 2024

Trivial boundary conditions error

bug

Status: Open.

#911 In SciML/NeuralPDE.jl;

· nicholaskl97 opened on Nov 16, 2024

Making the package more maintainable

Status: Open.

#900 In SciML/NeuralPDE.jl;

· avik-pal opened on Oct 16, 2024

not possible to train on GPU due to PDE

question

Status: Open.

#898 In SciML/NeuralPDE.jl;

· armbrusl opened on Oct 14, 2024