Kunqian123 / DeepFloodPredictionLinks
☆15Updated 6 years ago
Alternatives and similar repositories for DeepFloodPrediction
Users that are interested in DeepFloodPrediction are comparing it to the libraries listed below
Sorting:
- Code repository for paper "Rapid Spatio-Temporal Flood Modelling via Hydraulics-Based Graph Neural Networks"☆50Updated last year
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆102Updated 5 years ago
- ☆26Updated last year
- Physics-informed neural networks for the Richardson-Richards equation☆30Updated 5 years ago
- Datasets downloader and reader for Hydrologic Modeling☆35Updated 2 months ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆19Updated 4 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Accompanying code for CCAM dataset☆25Updated last year
- ☆33Updated 4 years ago
- Interpretive deep learning for identifying flooding mechanisms☆22Updated last year
- ☆18Updated 3 months ago
- Tutorials on data assimilation (DA) and the EnKF☆179Updated last month
- ☆10Updated 4 years ago
- CNN for climate forecast☆89Updated last year
- This hydrodynamic SWMM model is developed by Congcong Sun (Institut de Robòtica i Informàtica Industrial (CSIC-UPC) under the supervise o…☆22Updated 6 years ago
- ☆65Updated 2 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆56Updated last year
- MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19☆42Updated 5 years ago
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆71Updated 8 months ago
- ☆228Updated last year
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 5 years ago
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆51Updated 5 years ago
- ☆63Updated 3 years ago
- Bias correction method using quantile mapping☆15Updated 2 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆190Updated last week
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated 2 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆39Updated 3 years ago
- Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extre…☆17Updated 3 months ago
- ☆35Updated 3 years ago