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TensorMesh

A fast, differentiable, GPU-native finite element library for PyTorch — JIT-free, easy to debug, and end-to-end differentiable.

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About

TensorMesh is a fast, differentiable, GPU-native finite element library for PyTorch. It is JIT-free, easy to debug, and end-to-end differentiable, so finite element solvers can sit directly inside a training loop.

ETH AI Club members involved

Shizheng WenETH Medal; papers at NeurIPS 2025 and ICML 2026