Kai Zhang's repositories
OF_utilities
OF_solvers+utilities compatible with OF6
canteraToFoam
python script to convert grid and variable data from cantera into Openfoam 0 folder
ctTranToFoam
python script to extract Sutherland coefficient from Cantera cti mechanism, followed by converting to Openfoam transport data format.
machine-learning-applied-to-cfd
Examples of how to use machine learning algorithms in computational fluid dynamics.
reactingDNS_OpenFOAM
Incorporating detailed transport properties with OpenFOAM reactingFoam solver for direct numerical simulation of multi-component reacting flows
TensorFlowFoam
Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development
atomizationFoam
3D-Coupling of Volume-of-Fluid and Lagrangian Particle Tracking for Spray Atomization Simulation in OpenFOAM
CanteraChemistryModel
OpenFOAM + Cantera
libcfd2lcs
Calculate Lagrangian Coherent Structures (LCS) from time dependent flows.
LiteFlowNet2
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
CityLearn
Official reinforcement learning environment for demand response and load shaping
day-ahead-probablistic-forecasting-with-quantile-regression
Using an integrated pinball-loss objective function in various recurrent based deep learning architectures made with keras to simultaneously produce probabilistic forecasts for UK wind, solar, demand and price forecasts.
faceswap
Deepfakes Software For All
graphGalerkin
Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems
HEFTcom24
Repository for the Hybrid Renewable Energy Forecasting and Trading Competition containing utilities and a "Getting Started" guide.
LLMSurvey-cn
The official GitHub page for the survey paper "A Survey of Large Language Models".
MB_DRL_for_accelerated_learning_from_CFD
model-based deep reinforcement learning for flow control applications in CFD
MoneyPrinter
Automate Creation of YouTube Shorts using MoviePy.
pyvista
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
rfb-model
redox flow battery modelling