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A differentiable PDE solving framework for machine learning
Created
2019-12-04
2,928 commits to master branch, last one about a month ago
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
Created
2019-03-28
1,242 commits to master branch, last one about a month ago
A flexible framework for solving PDEs with modern spectral methods.
Created
2020-05-16
1,942 commits to master branch, last one 17 hours ago
Investigating PINNs
Created
2020-10-22
85 commits to main branch, last one 2 years ago
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
Created
2019-07-16
179 commits to master branch, last one about a year ago
2D-Finite Element Analysis with Python
Created
2015-12-19
291 commits to master branch, last one 7 months ago
IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
Created
2021-07-05
63 commits to master branch, last one about a year ago
开源Go语言数值算法库(An open numerical library purely based on Go programming language)
Created
2018-12-10
102 commits to master branch, last one 4 years ago
Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
Created
2023-06-07
50 commits to main branch, last one 3 months ago
PyClaw is a Python-based interface to the algorithms of Clawpack and SharpClaw. It also contains the PetClaw package, which adds parallelism through PETSc.
Created
2011-04-18
2,075 commits to master branch, last one about a month ago
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
Created
2023-05-25
119 commits to main branch, last one 25 days ago
Solving differential equations in parallel on GPUs - JuliaCon 2021 workshop
Created
2021-07-06
113 commits to main branch, last one 7 months ago
Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation
Created
2021-04-02
7 commits to main branch, last one about a year ago
A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs without the curse of dimensionality
Created
2021-04-06
501 commits to main branch, last one about a month ago
Cloud-first free no-fee no-X uniX-like finite-element(ish) computational engineering tool
Created
2021-01-17
1,203 commits to main branch, last one 7 days ago
Configurable ODE/PDE solver
Created
2016-09-16
481 commits to master branch, last one about a year ago
2D orthogonal elliptic mesh generator which solves the Winslow partial differential equations
Created
2017-01-24
127 commits to master branch, last one 2 years ago
Spectral Element Library in Fortran
Created
2020-05-26
1,617 commits to main branch, last one 4 months ago
Modern C++20 finite element method and shape optimization framework.
Created
2021-10-28
705 commits to master branch, last one 6 months ago
Solving Schrodinger Equation Numerically
Created
2021-05-26
23 commits to master branch, last one about a year ago
JAX-DIPS is a differentiable interfacial PDE solver.
Created
2021-10-19
578 commits to main branch, last one 9 months ago
Python script solving the wave equation (équations de D'Alembert) 1D and 2D by taking into account velocity variation.
Created
2021-07-18
20 commits to main branch, last one 2 years ago
This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495
Created
2022-06-07
38 commits to main branch, last one about a year ago
PENN code for NeurIPS 2022
Created
2022-10-05
6 commits to main branch, last one about a year ago