OP-ACE's repositories
basic_FVM_book_codes
Basic Finite Volume Method codes of example problems
BasicOpenFOAMProgrammingTutorials
Introduces basic C++ concepts to beginner users of the OpenFOAM open-source CFD libraries.
ABAQUS-Tools
Files and tools related to the Youtube ABAQUS tutorial series
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。
DIRECTGO
DIRECTGO: A new DIRECT-type MATLAB toolbox for derivative-free global optimization
DIRECTGOLib
DIRECTGOLib - DIRECT Global Optimization test problems Library
DLSC-2023
ETH Zürich Deep Learning in Scientific Computing Master's course 2023
fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
Learning-Python-Physics-Informed-Machine-Learning-PINNs-DeepONets
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
machine_learning_examples
A collection of machine learning examples and tutorials.
NeuralNetworkFromScratch
Minimalistic implementation of a simple feedforward Neural Network
NotebookSIAMFANL
Notebook for my new solver book
OpenFOAM_Tutorials_Plus
OpenFOAM cases and notes
PhyLSTM
We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.
pinn-code_sample
code_sample
PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
riemann_book
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
SciMLBenchmarks.jl
Benchmarks for scientific machine learning (SciML) software, scientific AI, and (differential) equation solvers
SciMLBook
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
UMAT_Lecture_2
CFRP UMATS