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Search results for pytorch pde solver

6 search results found

Phiflow ⭐ 1,093

A differentiable PDE solving framework for machine learning

Neurodiffeq ⭐ 576

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

Convolutionalneuraloperator ⭐ 52

This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs

Solving High Dimensional Partial Differential Equations with Deep Neural Networks

Xnode Wan Pde Solver ⭐ 6

We develop a custom ML routine XNODE-WAN to solve parabolic PDEs with high efficiency.

Pde_deep_learning ⭐ 5

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