RBTV1 / mSWE-GNNLinks
Code repository for paper "Multi-scale hydraulic graph neural networks for flood modelling"
☆19Updated 2 months ago
Alternatives and similar repositories for mSWE-GNN
Users that are interested in mSWE-GNN are comparing it to the libraries listed below
Sorting:
- Statistical extreme value analysis of storm surges with Python☆11Updated 2 years ago
- TorchHydro: datasets, and models for watershed hydrological modeling☆22Updated 3 weeks ago
- Notes and practicals for my "Physics of the Climate System" lecture☆29Updated last year
- Deep learning model for predicting environmental variables on river systems☆21Updated 2 years ago
- Python implementation of the Muskingum-Cunge routing model☆13Updated last year
- Python translation of MOSART-WM: a water routing and management model☆25Updated 7 months ago
- Reservoir Assessment Tool☆26Updated 2 weeks ago
- A Python library for fitting streamflow rating curves.☆20Updated last month
- Global Ocean Emulator☆20Updated 10 months ago
- ☆14Updated 5 years ago
- ☆14Updated last year
- machine learning for the atmospheric sciences - a CSU course☆34Updated 2 years ago
- ☆20Updated 7 months ago
- ☆13Updated 3 years ago
- coupled hydrologic and hydrodynamic modeling framework☆21Updated last year
- Streamflow Prediction in (Dammed) Basins (SPDB) with Deep Learning models☆12Updated 2 years ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆24Updated 10 months ago
- Examples of analysis of Google Cloud CMIP6 data using Pangeo tools☆14Updated 2 months ago
- Global high-resolution hydrologic modeling with 2.94 million river reaches (~90 m DEM)☆23Updated 3 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆16Updated 2 months ago
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆12Updated 7 years ago
- Machine learning based methods for satellite precipitation downscaling☆14Updated 8 years ago
- Hybrid Hydrological modeling using Deep Learning methods☆25Updated last year
- Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)☆21Updated 3 months ago
- ☆22Updated last year
- ☆38Updated 2 months ago
- SWMManywhere is used to derive and simulate a sewer network anywhere in the world☆32Updated this week
- R code for Clark et al. (2020) "The abuse of popular performance metrics in hydrologic modeling"☆14Updated last month
- A Python Package of Hydrological Model for Coupled Natural–Human Systems☆21Updated 10 months ago
- An automated GIS toolbox for watershed delineation with lakes☆29Updated 3 months ago