Kai Zhang's Projects
To simplify the Flamelet-Generated Manifold (FGM) combustion model tables using an artificial neural network (ANN).
3D-Coupling of Volume-of-Fluid and Lagrangian Particle Tracking for Spray Atomization Simulation in OpenFOAM
Cantera extention with GUI to automatic calculating syngas combustion physical chemical properties.
OpenFOAM + Cantera
python script to convert grid and variable data from cantera into Openfoam 0 folder
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
Official reinforcement learning environment for demand response and load shaping
Compile high-level code into Minecraft commands
python script to extract Sutherland coefficient from Cantera cti mechanism, followed by converting to Openfoam transport data format.
Parallelizing DRL for Active Flow control
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.
Deep Learning Specialization by Andrew Ng on Coursera.
DLBFoam: An open-source dynamic load balancing model for fast reacting flow simulations in OpenFOAM. https://arxiv.org/abs/2011.07978
A OpenFOAM solver for droplet nucleation/growth
DNS channel flow solvers with budgets OF6
EDC (Eddy Dissipation Concept) for OpenFOAM based on the OpenSMOKE++ Library
Deepfakes Software For All
FireFOAM is a CFD code for modeling fire suppression based on the OpenFOAM-dev version of OpenFOAM (R) http://www.openfoam.org. OpenFOAM (R) is a general purpose open source CFD toolbox written in C++. It utilizes the finite volume method on arbitrarily unstructured meshes, and is highly scalable on massively parallel computers. For more information about OpenFOAM, please refer to http://www.openfoam.org. For more information about FireFOAM and research related to fire modeling at FM Global, please see the FM Global Fire Modeling website (http://www.fmglobal.com/modeling) and the Open CFD fire modeling website. (http://sites.google.com/site/firemodelingworkshop). FM Global is releasing this development version code WITHOUT ANY WARRANTY. No support will be provided. Disclaimer: By visiting this Web site, you fully acknowledge acceptance of GitHub's Terms of Use and agree that use of this Web site is at your sole risk and that the content and services are provided “as is” and “as available.” FM Global does not own, endorse or assume responsibility for any content posted on this Web site.
Premixed turbulent combustion solver
Explaining Git and GitHub.
Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems
Repository for the Hybrid Renewable Energy Forecasting and Trading Competition containing utilities and a "Getting Started" guide.
Self-developed codes
This repository contains code that I develop within the framework of OpenFOAM 2.3.x, either for my work, or as a hobby.
Calculate Lagrangian Coherent Structures (LCS) from time dependent flows.
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
The official GitHub page for the survey paper "A Survey of Large Language Models".
A code generator for array-based code on CPUs and GPUs
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent