infinitehong-SJTU

infinitehong-SJTU's Stars

• AMReX-Fluids/CAMR

  AMR code for compressible flow simulation

  Language:C++117

• fairyflies9/IBAMR-Tutorials

  Sample code, powerpoint slides, and videos for using IBAMR

  Language:C167

• IBAMR/IBAMR

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

  Language:C++347144

• ucns3d-team/UCNS3D

  Unstructured Compressible Navier Stokes 3D code (UCNS3D)

  Language:Fortran24490

• dutykh/BabenkoSolitaryWave

  Matlab scripts to compute a solitary wave for the full Euler equations with the free surface

  Language:Matlab31

• AmeyaJagtap/Conservative_PINNs

  We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation property of cPINN is obtained by enforcing the flux continuity in the strong form along the sub-domain interfaces.

  Language:Python5519

• AmeyaJagtap/XPINNs_TensorFlow-2

  XPINN code written in TensorFlow 2

  2510

• nanditadoloi/PINN

  Simple PyTorch Implementation of Physics Informed Neural Network (PINN)

  Language:Jupyter Notebook23545

• wzy6642/Dive-Into-Deep-Learning-PyTorch-PDF

  本项目对中文版《动手学深度学习》中的代码进行了PyTorch实现并整理为PDF版本供下载

  Language:Jupyter Notebook532172

• Shengfeng233/PINN-MPI

  parallel PINNs; RANS equations; spatiotemporal parallel; PINNs

  Language:Python243

• zergtant/pytorch-handbook

  pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

  Language:Jupyter Notebook20.1k5.4k

• MorvanZhou/PyTorch-Tutorial

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

  Language:Jupyter Notebook8.1k3.1k

• dragen1860/Deep-Learning-with-TensorFlow-book

  深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

  Language:Jupyter Notebook13.2k4.1k

• maziarraissi/HFM

  Hidden Fluid Mechanics

  Language:Python282121

• vc-bonn/Unsupervised_Deep_Learning_of_Incompressible_Fluid_Dynamics

  Language:Python9022

• vc-bonn/Spline_PINN

  Language:Python9121

• Ceyron/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)

  Language:Jupyter Notebook828177

• a1k12/characterizing-pinns-failure-modes

  Characterizing possible failure modes in physics-informed neural networks.

  Language:Python11433

• chen-yingfa/pinn-torch

  PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations

  Language:Jupyter Notebook7010

• kf-liu/The-Art-of-Linear-Algebra-zh-CN

  Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.

  Language:PostScript4.4k446

• maziarraissi/PINNs

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

  Language:Python3.7k1.2k