Gittingthehubbing / SIAT
Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023
☆14Updated last year
Alternatives and similar repositories for SIAT
Users that are interested in SIAT are comparing it to the libraries listed below
Sorting:
- A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting☆39Updated last year
- My take on ECLIPSE solar nowcasting DL paper☆13Updated 3 years ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆87Updated 8 months ago
- ☆12Updated 3 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆17Updated 4 months ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆15Updated last year
- ☆9Updated 7 months ago
- ☆42Updated last year
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆1Updated 7 months ago
- ☆12Updated last year
- Solar Irradiance Forecasting with Transformer model☆27Updated 2 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆38Updated last year
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆66Updated 7 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆34Updated 6 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆13Updated last week
- ☆10Updated 10 months ago
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆18Updated 5 months ago
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆11Updated last year
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 5 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆13Updated 6 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆94Updated 2 months ago
- ☆38Updated 2 months ago
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆17Updated 11 months ago
- ☆10Updated 10 months ago
- A repository hosting code for a series of SolarNet papers.☆11Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆25Updated 9 months ago
- ☆30Updated last year
- ☆25Updated 9 months ago
- ICLR'2024 (Spotlight)☆18Updated 10 months ago
- ☆18Updated last year