Model reduction library with an emphasis on large scale parallelism and linear subspace methods

OCELOT is a multiphysics simulation toolkit designed for studying FEL and storage ring-based light sources.

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

A simple method to solve spherical harmonics moment systems, such as the the time-dependent PN and SPN equations, of radiative transfer in 1D-3D geometry.

A spherically symmetric BSSN code used for teaching NR

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Deep Learning Book Chinese Translation

Computational Fluid Dynamics in JAX

Parthenon AMR infrastructure

Clean version of research-projects, just with ILE

A Python library for solving any system of hyperbolic or parabolic Partial Differential Equations. The PDEs can have stiff source terms and non-conservative components.

Hyperparameter Experiments with TensorFlow and Keras

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

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

Automatic Differentiation Library for Computational and Mathematical Engineering

PyTorch Tutorial for Deep Learning Researchers

This is Andrew NG Coursera Handwritten Notes.

Fast and Easy Infinite Neural Networks in Python

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

Chemical Reaction Neural Network

Learning in infinite dimension with neural operators.

Build your neural network easy and fast, 莫烦Python中文教学

Python Dynamic Mode Decomposition

Alpha preview of the code for the paper https://arxiv.org/abs/2002.09062

pytorch tutorial for beginners

An OpenFOAM solver for Boltzmann model equation using discrete unified gas kinetic scheme