Gittingthehubbing / SIAT
Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023
☆13Updated last year
Related projects ⓘ
Alternatives and complementary repositories for SIAT
- A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting☆25Updated 6 months ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆74Updated 2 months ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆10Updated last year
- ☆12Updated 2 years ago
- Solar Irradiance Forecasting with Transformer model☆19Updated 2 years ago
- ☆17Updated last month
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆12Updated 10 months ago
- My take on ECLIPSE solar nowcasting DL paper☆13Updated 3 years ago
- ☆33Updated 9 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆30Updated 2 weeks ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆14Updated 5 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆72Updated 3 months ago
- Neural Manifold Operators (KDD 2024)☆12Updated 2 months ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆47Updated last month
- This repository includes the code for the paper titled as "Multi-Resolution, Multi-Horizon Distributed Solar PV Power Forecasting with Fo…☆13Updated 2 years ago
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆39Updated 8 months ago
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆12Updated 8 months ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆26Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆16Updated last year
- Code for Deep Spatio Temporal Wind Power Forecasting☆43Updated 2 years ago
- Stanford sky images and PV power generation dataset for solar forecasting related research and applications☆124Updated last month
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆103Updated last month
- code for "Intra-hour Photovoltaic Generation Forecasting based on Multi-source Data and Deep Learning Methods." IEEE Transactions on Sust…☆30Updated 2 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆35Updated 6 months ago
- ☆25Updated 10 months ago
- ☆13Updated 2 years ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆27Updated 7 months ago
- ☆30Updated 7 months ago
- ☆25Updated 2 years ago
- Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extre…☆12Updated 3 months ago