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"☆47Updated last year
- Datasets downloader and reader for Hydrologic Modeling☆31Updated 3 weeks ago
- This hydrodynamic SWMM model is developed by Congcong Sun (Institut de Robòtica i Informàtica Industrial (CSIC-UPC) under the supervise o…☆22Updated 5 years ago
- ☆26Updated last year
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆19Updated 4 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆101Updated 5 years ago
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆70Updated 7 months ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆50Updated 4 years ago
- ☆32Updated 4 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆55Updated last year
- ☆222Updated last year
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 5 years ago
- Accompanying code for CCAM dataset☆25Updated last year
- Interpretive deep learning for identifying flooding mechanisms☆22Updated last year
- CNN for climate forecast☆90Updated last year
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- CNN based ENSO all season forecast model☆19Updated last year
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Source code for the MARL-enabled real-time control of urban drainage system☆15Updated 11 months ago
- Tutorials on data assimilation (DA) and the EnKF☆176Updated 3 weeks ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extre…☆17Updated 2 months ago
- ☆18Updated last month
- ☆10Updated last year
- Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks".☆33Updated 2 years ago
- MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19☆40Updated 4 years ago
- post-processing experiments with neural networks☆63Updated 4 years ago