ICLR "neural pde solvers" Papers

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Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups

Zakhar Shumaylov, Peter Zaika, James Rowbottom et al.

ICLR 2025posterarXiv:2410.02698

PIG: Physics-Informed Gaussians as Adaptive Parametric Mesh Representations

Namgyu Kang, Jaemin Oh, Youngjoon Hong et al.

ICLR 2025posterarXiv:2412.05994

Text2PDE: Latent Diffusion Models for Accessible Physics Simulation

Anthony Zhou, Zijie Li, Michael Schneier et al.

ICLR 2025oralarXiv:2410.01153