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Incompatibility with Lux layers that require state to be stored on GPU

#938

· nicholaskl97 opened

on Apr 30, 2025

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

#932

· oameye opened

on Mar 19, 2025

Potential precision loss in AutoDiff through the loss function

#931

· IvanBioli opened

on Mar 15, 2025

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

#929

· IvanBioli opened

on Mar 7, 2025

Nonlinear equations work on CPU but not GPU

#914

· nicholaskl97 opened

on Nov 18, 2024

Cannot solve on GPU when <code>PDESystem</code> has parameters

#913

· nicholaskl97 opened

on Nov 18, 2024

Trivial boundary conditions error

#911

· nicholaskl97 opened

on Nov 16, 2024

Making the package more maintainable

#900

· avik-pal opened

on Oct 16, 2024

not possible to train on GPU due to PDE

#898

· armbrusl opened

on Oct 14, 2024

Residual/gradient adaptative sampling

#894

· gradureauNice opened

on Sep 25, 2024

Vector output for PINO ODE

#871

· KirillZubov opened

on Jul 2, 2024

How to solve SDEs with NeuralPDE?

#867

· lockwo opened

on Jun 21, 2024

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