Tutorial to install NVIDIA Drivers, CUDA 11.4 and cuDNN for deep learning programming on Ubuntu 20.04.

A differentiable PDE solving framework for machine learning

PROSE: Predicting Multiple Operators and Symbolic Expressions

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

An introduction to programming ABM simulations with the Julia language, Social Simulation Conference 2024

Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.

A collection of awesome LaTeX Thesis/Dissertation templates and beyond! （LaTeX / Word / Typst / Markdown 格式的学位论文、演示文稿、报告、项目申请书、简历、书籍等模板收藏）

Conservative Finite-Difference Solver for Hyperbolic-Parabolic PDEs

Computation of invariant manifolds in high-dimensional mechanics problems

An open source toolbox based on Krylov methods for highly parallel global linear stability analysis of incompressible flow problems for Nek5000.

Just a detailed in-depth, and comprehensive explanation of how computers operate internally, focusing on RAM and CPU aspects, respectively. By @ILyesMk2

ETH Zürich Deep Learning in Scientific Computing Master's course 2023

ETH Zürich AI in the Sciences and Engineering Master's course 2024

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.

Python notebooks for Numerical Analysis

pyMOR - Model Order Reduction with Python

Understanding Deep Learning - Simon J.D. Prince

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Implementation of the 12 steps approach to the Navier-Stokes equations, essential for simulating fluid dynamics.

高精度有限差分-化学反应CFD

GPU 高精度有限差分CFD

Program for Simulation of Turbulent Flows

中国科研常用LaTeX模板集

Deep reinforcement learning with OpenFOAM

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