[Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled Training; Rollout Metrics)
Differentiable electromagnetics simulation library for moving point charges built on JAX
[NeurIPS 2024] NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
This repo contains the differentiable physics simulation module in "PPR: Physically Plausible Reconstruction from Monocular Videos". ICCV 23.
Universal Partial Differential Equations Simulator
Generic framework for building differentiable models.
Training methodologies for autoregressive neural operators/emulators in JAX.
Repository for MHPI differentiable hydrological models.
Official code implementation of the paper on adaptive node position in biological transport networks
A high performance data-driven and differentiable SPH fluid solver
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