zhb0318's repositories
PyDMD
Python Dynamic Mode Decomposition
flowtorch
flowTorch - a Python library for analysis and reduced-order modeling of fluid flows
Python
All Algorithms implemented in Python
pandas-tutorial
适合初级到中级晋升者，有了体系之后就看熟练度了。
bempp-cl
A fast Python based just-in-time compiling boundary element library
sdfibm
Immersed boundary method empowered by signed distance field, and OpenFOAM.
ml-cfd-slides
Course slides
fluid-engine-dev
Fluid simulation engine for computer graphics applications
smt
Surrogate Modeling Toolbox
3D-PointCloud
Papers and Datasets about Point Cloud.
frugally-deep
Header-only library for using Keras (TensorFlow) models in C++.
Cpp-Primer
C++ Primer 5 answers
nougat
Implementation of Nougat Neural Optical Understanding for Academic Documents
TL-DeepONet
Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
dimensionality_reduction_alo_codes
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
electrorefiningFoam
It is described how to simulate current distributions in electrochemical reactors under natural convection flows using OpenFOAM. The process of pre-processing, running, and post-processing a basic 2D case using the developed solver electroNaturalConvectionPimpleFoam and codedMixed boundary condition (BC) is demonstrated.
PINN_Comp_Mech
PINN program for computational mechanics
PINNLearning
Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics
Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
XPINNs_TensorFlow-2
XPINN code written in TensorFlow 2
CME211-notes
CME211 Notes | Outline ->
PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
PyFR
PyFR