My name is Zhou FANG.
- š I'm a 2nd year PhD student in National University of NUS | @MathEXLab
- š± Iām currently working on AI4Dynamics (AI4Weather&Climate) and Dynamics4AI
- ā” Fun fact: The pronunciation of "fang" is "fun"! Cheers!
Name: Zhou Fang
Type: User
Company: @MathEXLab
Bio: PhD student in NUS, mechanical engineering
Location: Singapore
Blog: zhouslab.github.io
This repository is an awesome-paper-collection with each paper accompanied with a highlighted figure
Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
DeepONet & FNO (with practical extensions)
Dilated Convolution for Semantic Image Segmentation
Initial public release of code, data, and model weights for FourCastNet
gnn explainer
Graph Neural Network Tutorial
Pytorch implementation of Graph U-Nets (ICML19)
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22
Codes for implementing Latent DeepONet for learning operators in latent spaces.
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ā”š„ā”
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
Neural Weather Prediction for Limited Area Modeling
A Python package for spectral proper orthogonal decomposition (SPOD).
Repository for GNN tutorial using Pytorch and Pytorch Geometric (PyG) for ODSC 2021
This is a demo for deep learning for sequence modelling, with some discussions on the theoretical aspects with references to our work.
A benchmark dataset for data-driven weather forecasting
readme
Webpage link
A declarative, efficient, and flexible JavaScript library for building user interfaces.
š Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ššš
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ā¤ļø Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.