Top 23 partial-differential-equations open source projects

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components

Collection of notebooks about quantitative finance, with interactive python code.

[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax

2D orthogonal elliptic mesh generator which solves the Winslow partial differential equations

Numerical Methods (NM) for BE Electrical II Year / II Part, Email: [email protected]

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"

Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs

Deep Learning application to the partial differential equations

Discretizations of Exterior Calculus for Analysis, Geometry and Topology

Public repository for the proposal “Physics-Informed Machine Learning Simulator for Wildfire Propagation” - MLJC University of Turin - ProjectX2020 Competition (UofT AI)

Python model solving the shallow water equations (linear momentum, nonlinear continuity)

Benchmarks for scientific machine learning (SciML) software and differential equation solvers

A Finite Difference Method Engine in C++

A code generator for grid-based PDE solving on CPUs and GPUs

Computational Methods for Numerical Analysis

UFL - Unified Form Language

PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks

Python notebooks for Numerical Analysis

Artifitial Neural Networks for Solving Ordinary and Partial Differential Equations, in this case, Schrodinger's Equation for One Particle in a 1-Dimentional Box

Finite Element tools in Julia

A high-performance, open-source, header-only C++(>=11) library for pricing derivatives.

library of numerical methods using Armadillo

Method of Manufactured Solutions Repository