mb-Ma / HiSTGNNLinks
code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences
☆16Updated 2 years ago
Alternatives and similar repositories for HiSTGNN
Users that are interested in HiSTGNN are comparing it to the libraries listed below
Sorting:
- ☆45Updated 2 months ago
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆12Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Updated 10 months ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 3 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 10 months ago
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated 2 years ago
- Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting☆14Updated 6 months ago
- ☆10Updated last year
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15Updated 4 years ago
- ☆14Updated 3 years ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆29Updated 4 months ago
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆19Updated last year
- ☆14Updated 3 years ago
- ☆32Updated last year
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆23Updated 2 years ago
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆19Updated last year
- ☆11Updated last year
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆94Updated last year
- KDD 2025: 📄"Predicting the Dynamics of Complex Systems via Multiscale Diffusion Autoencoder"☆16Updated 4 months ago
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆17Updated 6 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆112Updated 7 months ago
- The main code of our proposed multi-resolution interactive transformer☆11Updated 5 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆43Updated 3 years ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆22Updated 10 months ago
- Curated papers on survey paper "deep learning and foundation models for weather prediction".☆42Updated last week
- Quantifying Uncertainty in Deep Spatiotemporal Forecasting☆12Updated 4 years ago
- ☆12Updated 3 years ago