yuhao-nie / SkyGPTLinks
A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting
☆42Updated 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…☆92Updated 11 months ago
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated 2 years ago
- ☆45Updated 3 weeks ago
- Solar Irradiance Forecasting with Transformer model☆27Updated 2 years ago
- Stanford sky images and PV power generation dataset for solar forecasting related research and applications☆179Updated 11 months ago
- My take on ECLIPSE solar nowcasting DL paper☆14Updated 3 years ago
- Code for Deep Spatio Temporal Wind Power Forecasting☆49Updated 3 years ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆184Updated 7 months ago
- Stanford University Neural-network for Solar Electricity Trend☆20Updated 4 years ago
- ☆37Updated last year
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆15Updated 2 years ago
- ☆12Updated 3 years ago
- Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extre…☆14Updated last year
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆32Updated last year
- Spatial Dynamic Wind Power Forecasting. This task has practical importance for the utilization of wind energy. Participants are expected …☆15Updated 3 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆73Updated 10 months ago
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆20Updated 9 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated 10 months ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- This project implements a bagging based spatio-temporal regression model for wind power forecasting.☆13Updated 7 years ago
- wind_power_forecast☆37Updated 3 years ago
- Codes for "Deep Concatenated Residual Network with Bidirectional LSTM for Short-term Wind Power Forecasting" by Min-seung Ko☆31Updated 4 years ago
- ☆95Updated 3 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆42Updated 3 years ago
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆22Updated 10 months ago
- Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0☆82Updated last year
- [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022☆57Updated 2 years ago
- KDDCUP2022 Spatial Dynamic Wind Power Forecasting Paddle Track Sixth Place Solution☆24Updated 2 years ago
- Explainable Wind Power Forecast with Lale & AIX360☆27Updated 5 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆102Updated 5 months ago