Joyce Wang Zhan's repositories
angular-cli
CLI tool for Angular
bayespy
Bayesian Python: Bayesian inference tools for Python
CIKM-Cup-2017
CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images
Computational-Physics-and-Machine-Learning-Reading-List
A list of papers relating Computational Physics and Machine Learning
convoca
Predict and analyze cellular automata using convolutional neural networks
deep-learning-specialization-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
global-carbon-budget
Global Carbon Budget Data Package
GlobalHydro
Global high-resolution hydrologic modeling with 2.94 million river reaches (~90 m DEM)
glofrim-examples
Examples of the GLOFRIM model coupling framework
landsat-tools
Tools to query, download, preprocess and postprocess Landsat data
Lattice-Boltzmann-fluid-flow-in-Tensorflow
A Lattice Boltzmann fluid flow simulation written in Tensorflow.
lisflood-fp-bmi
Model repository of LISFLOOD-FP model version 5.9 with Basic Model Interface (BMI) functionality
meteoForecast
A package to access outputs from Numerical Weather Prediction models both in raster format and as a time series for a location
MetPy
MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.
neural-road-inspector
After a hurricane, roads are often flooded or washed out, making them treacherous for motorists. Using state of the art deep learning methods, I attempted to automatically annotate flooded, washed out, or otherwise severely damaged roads. My goal is create a tool that can help detect and visualize anomalous roads in a simple user interface.
PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
RainyDay2
RainyDay Rainfall Hazard Analysis System
sentinel2-tools
Tools to query, download, preprocess and postprocess Sentinel-2 data
spectralDNS
Spectral Navier Stokes (and similar) solvers in Python
Steady-State-Flow-With-Neural-Nets
A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation
stock-rnn
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
toflow
TOFlow: Video Enhancement with Task-Oriented Flow
weather2weather
Forecast the weather with machine learning