😎 Curated list of awesome software for numerical analysis and scientific computing

CEED Library: Code for Efficient Extensible Discretizations

Computational Fluid Dynamics in Wasm with Rust

A library for advanced finite element computations in Rust

Solver for a simple ODE using discontinuous Galerkin Finite Elements

A parallel, extensible finite element code to simulate convection in both 2D and 3D models.

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

Code examples for the class "MAE 207: FEA for coupled problems" at UC San Diego

A Parallel (MPI+OpenMP) Finite Element Package based on Object-Oriented Programming

A curated list of repositories related to fluid dynamics.

Monolithic Fluid-Structure Interaction (FSI) solver

Numerical simulation of magnetohydrodynamics.

Phaseflow simulates the convection-coupled melting and solidification of phase-change materials.

Solving elasticity problems with Fenics

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

Learning in infinite dimension with neural operators.

A documentation of the most common Manim functionalities such as classes and methods.

A library for scientific machine learning and physics-informed learning

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

starter from "How to Train a GAN?" at NIPS2016

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

Deep Learning for Symbolic Mathematics

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…