Mingzhe He's starred repositories
anything-llm
The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.
STLtoOpenFOAM
This repository contains a Python script for analyzing STL geometry files using VTK. The script computes various geometric properties such as volume, surface area, curvature, and more. It also identifies points inside and outside the geometry and generates a blockMeshDict for OpenFOAM.
ExtremeSurgeAnalysis
Statistical extreme value analysis of storm surges with Python
predicting_the_wind
Data Science in Wind Resource Assessment Tutorial at PyData San Diego, March 2020
Time-Series-Library
A Library for Advanced Deep Time Series Models.
turbinesFoam
Actuator line modeling extension library for OpenFOAM.
Active-learning-codes
This repository is linked to the research article "Prediction of equivalent sand-grain size and identification of drag-relevant scales of roughness - a data driven approach" JFM (2023) by J. Yang, A. Stroh, S. Lee, S. Bagheri, B. Frohnapfel and P. Forooghi.
Awesome-Geospatial
Long list of geospatial tools and resources
PointNetCFD
Point-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)
porousModel
Porous Media Model to modify volFields in OpenFOAM beyond setFields and topoSet
insightcae
InsightCAE
mogp-emulator
Package for fitting Gaussian Process Emulators to multiple output computer simulation results.
gp_emulator
Gaussian Process emulators in Python
GPR_Emulator
General code package to perform Gaussian process regression emulation. Comes with training and trial set examples.
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
livepython
Visually trace Python code in real-time.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
pybind11foam
This repository contains an easy to use C++ header class for executing Python code directly from OpenFOAM applications. More information can be found at http://pythonpal4foam.github.io.
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!