Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for pde solver
pde-solver
x
38 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.
Dedalus
⭐
400
A flexible framework for solving PDEs with modern spectral methods.
Pydens
⭐
242
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
Solidspy
⭐
222
2D-Finite Element Analysis with Python
Pyclaw
⭐
145
PyClaw is a Python-based interface to the algorithms of Clawpack and SharpClaw. It also contains the PetClaw package, which adds parallelism through PETSc.
Idrlnet
⭐
129
IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
Gonum
⭐
101
开源Go语言数值算法库(An open numerical library purely based on Go programming language)
Parallel Gpu Workshop Juliacon21
⭐
88
Solving differential equations in parallel on GPUs - JuliaCon 2021 workshop
Highdimpde.jl
⭐
61
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
Convolutionalneuraloperator
⭐
52
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
Eom
⭐
52
Configurable ODE/PDE solver
Feenox
⭐
45
Cloud-first free no-fee no-X uniX-like finite-element(ish) computational engineering tool
Pinnacle
⭐
45
Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
Self
⭐
42
Spectral Element Library in Fortran
2d Elliptic Mesh Generator
⭐
36
2D orthogonal elliptic mesh generator which solves the Winslow partial differential equations
Awesome Graph Pde
⭐
34
Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation
Cfdsolver
⭐
31
Computational Fluid Dynamics Solver
Rodin
⭐
28
Modern C++17 finite element method and shape optimization framework.
Jax Dips
⭐
26
JAX-DIPS is a differentiable interfacial PDE solver.
Physics Informed Neural Networks
⭐
26
Investigating PINNs
Magnet
⭐
25
This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495
Pympdata
⭐
23
Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia and Matlab
Pararealml
⭐
19
A machine learning boosted parallel-in-time differential equation solver framework.
Numpde Notes
⭐
17
Slides/notes and Jupyter notebook demos for an introductory course of numerical methods for PDEs
Odes_for_sdes
⭐
17
Deterministic particle dynamics for simulating Fokker-Planck probability flows
Pdefinitedifferencesolver
⭐
14
C++/CUDA implementation of the most popular hyperbolic and parabolic PDE solvers
Femr
⭐
11
An R package for solving Partial Differential Equations using the finite element method.
Schrodingereq_1d_tutorial
⭐
11
Solving Schrodinger Equation Numerically
Adapode.jl
⭐
10
Adaptive P/ODE numerical solvers with Grassmann element TensorField assembly
Morfeus Source
⭐
10
Multi-physics Object-oriented Reconfigurable Fluid Environment for Unified Simulations
Deep Multilevel Kolmogorov Pde Solver
⭐
8
Solving stochastic differential equations and Kolmogorov equations by means of deep learning and Multilevel Monte Carlo simulation
Stiffma
⭐
7
StiffMa: Fast finite element STIFFness MAtrix generation in MATLAB by using GPU computing.
Dgm
⭐
7
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.
Tapsolver
⭐
6
Simulation and Analysis Tool for TAP Reactor Systems
Pde_deep_learning
⭐
5
Pde Learning
⭐
5
Learning Partial Differential Equations by Spectral Approximates of General Sobolev Spaces
1-38 of 38 search results
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.