pinns - Robuta Search

https://arxiv.org/abs/2512.13336v2

[2512.13336v2] KD-PINN: Knowledge-Distilled PINNs for ultra-low-latency real-time neural PDE solvers

Abstract page for arXiv paper 2512.13336v2: KD-PINN: Knowledge-Distilled PINNs for ultra-low-latency real-time neural PDE solvers

ultra low kd pinn knowledge distilled

https://www.arxiv.org/abs/2601.08709

[2601.08709] Multi-Preconditioned LBFGS for Training Finite-Basis PINNs

Abstract page for arXiv paper 2601.08709: Multi-Preconditioned LBFGS for Training Finite-Basis PINNs

multi lbfgs training finite basis

https://www.pinns.co.uk/

Pinns Solutions

Mapping Tools for Garmin GPS devices.

pinns solutions

https://openreview.net/forum?id=BPFzolSSrI&referrer=%5Bthe%20profile%20of%20Reza%20Akbarian%20Bafghi%5D(%2Fprofile%3Fid%3D~Reza_Akbarian_Bafghi1)

Comparing PINNs Across Frameworks: JAX, TensorFlow, and PyTorch | OpenReview

Physics-Informed Neural Networks (PINNs) have become a pivotal technology for adhering to physical laws and solving nonlinear partial differential equations...

comparing pinns across frameworks jax

https://openreview.net/forum?id=HIf0lJgthGD&referrer=%5Bthe%20profile%20of%20Pavlos%20Protopapas%5D(%2Fprofile%3Fid%3D~Pavlos_Protopapas1)

DEQGAN: Learning the Loss Function for PINNs with Generative Adversarial Networks | OpenReview

Solutions to differential equations are of significant scientific and engineering relevance. Physics-Informed Neural Networks (PINNs) have emerged as a...

loss function learning pinns generative adversarial