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aipnd_cn_p2_explore_movie_dataset

nd089-cn-p2，针对Udacity CN AIPND P2项目

aipnd_p1_robot_controller

nd089-cn-p1，针对Udacity CN AIPND P1项目

caffe_old

Computational Algorithm Framework for Fluid Equations (CAFFE) is a collection of algorithms for solving various physics problems using any number of different domains, solvers and spatial discretization schemes. Available solvers include both explicit and implicit time marching schemes, and domains include finite-volume meshes, finite-difference meses, finite-element meshes and particle domains.

cfd_julia

This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.

cfdemcoupling-lg

CFDEM with modified multiscale CFD/VOF-DEM solvers developed by Linhan Ge

chrono

High-performance C++ library for multiphysics and multibody dynamics simulations

chrono-tutorial

cirq

A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.

continuousgnn

deep-ritz-method

Reproduce the first two numerical experiments(Pytorch)

fire_detection_1dcnn

基于1D CNN的火灾检测模型

gnnpapers

Must-read papers on graph neural networks (GNN)

graph_element_networks

hams

An open-source computer program for the analysis of wave diffraction and radiation of three-dimensional floating or submerged structures

ib-matlab

2D & 3D Matlab codes for the Immersed Boundary Method

ib2d

An easy to use immersed boundary method in 2D, with full implementations in MATLAB and Python that contains over 60 built-in examples, including multiple options for fiber-structure models and advection-diffusion, Boussinesq approximations, and/or artificial forcing.

ibamr

An adaptive and distributed-memory parallel implementation of the immersed boundary (IB) method

jaxfluids

Differentiable Fluid Dynamics Package

kg_rag

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

kratos

Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.

llm-kg

Enhancing Large Language Model Comprehension with Knowledge Graph Construction

machine-learning-and-simulation

All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

matib

A simple immersed boundary method solver in matlab.

openfast

Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.

paper-reading

深度学习经典、新论文逐段精读

pde-vae-pytorch

PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning

pdebench

This is a repository for the paper "PDEBench: An Extensive Benchmark for Scientific Machine Learning".

physics-based-deep-learning

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

pinn

Simple PyTorch Implementation of Physics Informed Neural Network (PINN)

pinn-2phaseflow

Application of a Physics Informed Neural Network to a two phase flow in porous media problem