27 results found Sort:

196
1.5k
mit
26
A differentiable PDE solving framework for machine learning
Created 2019-12-04
3,612 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
1,243 commits to master branch, last one 6 months ago
Investigating PINNs
Created 2020-10-22
85 commits to main branch, last one 3 years ago
124
533
gpl-3.0
22
A flexible framework for solving PDEs with modern spectral methods.
Created 2020-05-16
1,961 commits to master branch, last one 8 days ago
68
303
apache-2.0
16
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
41
272
mit
4
Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
Created 2023-06-07
52 commits to main branch, last one 5 months ago
2D-Finite Element Analysis with Python
Created 2015-12-19
297 commits to master branch, last one about a month ago
57
214
apache-2.0
13
IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
Created 2021-07-05
65 commits to master branch, last one 3 months ago
44
188
gpl-3.0
8
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 5 years ago
102
166
bsd-3-clause
29
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
2,109 commits to master branch, last one 21 days ago
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
Created 2023-05-25
121 commits to main branch, last one 3 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 2 years ago
Solving differential equations in parallel on GPUs - JuliaCon 2021 workshop
Created 2021-07-06
113 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
540 commits to main branch, last one 24 days ago
15
73
other
5
Cloud-first free no-fee no-X uniX-like finite-element(ish) computational engineering tool
Created 2021-01-17
1,292 commits to main branch, last one a day ago
11
72
bsd-3-clause
5
Spectral Element Library in Fortran
Created 2020-05-26
1,997 commits to main branch, last one 5 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 3 years ago
Modern C++20 finite element method and shape optimization framework.
Created 2021-10-28
778 commits to master branch, last one 6 months ago
JAX-DIPS is a differentiable interfacial PDE solver.
Created 2021-10-19
579 commits to main branch, last one 4 months ago
Solving Schrodinger Equation Numerically
Created 2021-05-26
23 commits to master branch, last one 2 years 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 3 years ago
Codomain attention neural operator for single to multi-physics PDE adaptation.
Created 2024-03-06
26 commits to main branch, last one 25 days ago
PENN code for NeurIPS 2022
Created 2022-10-05
6 commits to main branch, last one 2 years ago
3
37
unknown
1
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
Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms
Created 2023-08-27
4 commits to main branch, last one 10 months ago
Official implementation of Scalable Transformer for PDE surrogate modelling
Created 2023-10-25
26 commits to main branch, last one 10 months ago