yuhao-nie / SkyGPTLinks
A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting
☆61Updated 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…☆95Updated last year
- 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☆222Updated last year
- ☆48Updated 5 months ago
- Solar Irradiance Forecasting with Transformer model☆28Updated 3 years ago
- My take on ECLIPSE solar nowcasting DL paper☆14Updated 4 years ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆190Updated last year
- ☆38Updated last year
- Code for Deep Spatio Temporal Wind Power Forecasting☆56Updated 3 years ago
- ☆129Updated 3 years ago
- A repository hosting code for a series of SolarNet papers.☆13Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- Latent diffusion for generative precipitation nowcasting☆139Updated 2 years ago
- wind_power_forecast☆41Updated 3 years ago
- Wind Power forecasting for the day-ahead energy market - Data Challenge☆34Updated 4 years ago
- ☆14Updated 3 years ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆34Updated 6 months ago
- This project implements a bagging based spatio-temporal regression model for wind power forecasting.☆13Updated 7 years ago
- This repository includes the code for the paper titled as "Multi-Resolution, Multi-Horizon Distributed Solar PV Power Forecasting with Fo…☆14Updated 3 years ago
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆29Updated last year
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆84Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆118Updated 10 months ago
- [2023]Run GraphCast in one click. The code will automatically install and run the model environment, automatically inferencing and demons…☆30Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Updated last year
- A curated list of open wind turbine data sets and corresponding code☆193Updated last month
- A combined LSTM and LightGBM framework for improving deterministic and probabilistic wind energy forecasting☆35Updated 5 years ago
- Wind Power Forecasting using Machine Learning techniques.☆35Updated 2 years ago
- Codes for "Deep Concatenated Residual Network with Bidirectional LSTM for Short-term Wind Power Forecasting" by Min-seung Ko☆35Updated 5 years ago
- Stanford University Neural-network for Solar Electricity Trend☆24Updated 4 years ago
- [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022☆63Updated 2 years ago