yuhao-nie / SkyGPTLinks
A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting
☆41Updated last year
Alternatives and similar repositories for SkyGPT
Users that are interested in SkyGPT are comparing it to the libraries listed below
Sorting:
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆88Updated 10 months ago
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated 2 years ago
- Stanford sky images and PV power generation dataset for solar forecasting related research and applications☆173Updated 9 months ago
- My take on ECLIPSE solar nowcasting DL paper☆13Updated 3 years ago
- Solar Irradiance Forecasting with Transformer model☆28Updated 2 years ago
- ☆12Updated 3 years ago
- ☆41Updated last year
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆1Updated 9 months ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆15Updated last year
- Code for Deep Spatio Temporal Wind Power Forecasting☆46Updated 3 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆73Updated 9 months ago
- Stanford University Neural-network for Solar Electricity Trend☆20Updated 4 years ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆179Updated 6 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated 8 months ago
- Code repository for "Extending intraday solar forecast with deep generative models".☆18Updated last year
- This project implements a bagging based spatio-temporal regression model for wind power forecasting.☆13Updated 7 years ago
- ☆8Updated 9 months ago
- ☆11Updated last year
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆46Updated last year
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extre…☆14Updated 11 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆99Updated 3 months ago
- ☆37Updated last year
- 🍃 Wind Speed Prediction Model based on Pytorch☆14Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆17Updated 6 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆39Updated last year
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆42Updated 3 years ago
- Meta Transfer Learning for Lake Temperature Prediction☆22Updated 4 years ago
- ☆10Updated last year
- Wind Power forecasting for the day-ahead energy market - Data Challenge☆32Updated 4 years ago