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Search results for pytorch pde
pde
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11 search results found
Deepxde
⭐
2,135
A library for scientific machine learning and physics-informed learning
Neuraloperator
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1,773
Learning in infinite dimension with neural operators.
Scimlbenchmarks.jl
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279
Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R
Pina
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195
Physics-Informed Neural networks for Advanced modeling
Convolutionalneuraloperator
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52
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
Gpt Pinn
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22
Generative Pre-Trained Physics-Informed Neural Networks Implementation
Pde Estimation
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12
Pytorch code for learning an underlying PDE from given data.
Leibniz
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10
Leibniz is a python package which provide facilities to express learnable partial differential equations with PyTorch
Physics Driven Ml
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8
Physics-driven machine learning using PyTorch and Firedrake
Dgm
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7
Solving High Dimensional Partial Differential Equations with Deep Neural Networks
Devito4pytorch
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7
Integrating Devito operators into PyTorch
Gpuallencahn
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5
Allen-Cahn Equation
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