Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models
☆48Mar 21, 2024Updated last year
Alternatives and similar repositories for cloud_diffusion
Users that are interested in cloud_diffusion are comparing it to the libraries listed below
Sorting:
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Jun 2, 2023Updated 2 years ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆95Sep 11, 2024Updated last year
- Testing out Diffusion-based models for weather and PV forecasting☆18Updated this week
- A simple Dataset generator for Moving Mnist☆14May 26, 2023Updated 2 years ago
- ☆21Mar 25, 2024Updated last year
- A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting☆63May 7, 2024Updated last year
- Python SDK for the Solcast API☆13Jan 6, 2026Updated 2 months ago
- Stanford sky images and PV power generation dataset for solar forecasting related research and applications☆228Sep 26, 2024Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year
- A multi-modality model for solar irradiance forecasting☆15Mar 14, 2017Updated 9 years ago
- ☆30Aug 14, 2024Updated last year
- Use historical energy production values along with weather predictions to forecast photovoltaic energy production. Uses gradient boosting…☆28Feb 28, 2020Updated 6 years ago
- ☆13Jan 6, 2023Updated 3 years ago
- A python wrapper for aerobulk (https://github.com/brodeau/aerobulk)☆21Updated this week
- The C++ and R packages for parallel ensemble forecasts using Analog Ensemble☆18Jul 24, 2023Updated 2 years ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆22Aug 15, 2020Updated 5 years ago
- Water color classification and optimization based on hyper/multispectral reflectances.☆10Jan 6, 2022Updated 4 years ago
- Code for the DataPipes article☆15Jun 14, 2022Updated 3 years ago
- Understanding the Role of Receptive Field of Convolutional Neural Network for Cloud Detection in Landsat 8 OLI Imagery☆24May 20, 2022Updated 3 years ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆45May 20, 2024Updated last year
- PVnet main repo☆49Feb 4, 2026Updated last month
- a simple command tool to mask cloud in image!☆11Aug 27, 2022Updated 3 years ago
- Using optical flow & machine learning to predict PV yield☆53Oct 12, 2022Updated 3 years ago
- A global catalog of solar irradiance monitoring stations.☆20Mar 2, 2026Updated 2 weeks ago
- OCF's DataPipe based dataloader for training and inference☆14Jun 2, 2025Updated 9 months ago
- ☆19Oct 31, 2023Updated 2 years ago
- Change Point Detection in Time Series☆14Mar 15, 2023Updated 3 years ago
- Resources about solar power systems for data science☆83Jun 27, 2023Updated 2 years ago
- Physics informed neural networks for control-oriented building thermal models☆32Mar 25, 2022Updated 3 years ago
- Computer Vision Approaches to Automate Mapping of Irrigated Lands☆12Feb 15, 2023Updated 3 years ago
- Deep Learning for Cloud Detection in Landsat-8 Data☆11Jan 31, 2018Updated 8 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆94Apr 17, 2025Updated 11 months ago
- The Google Earth Engine implementation of the BioNet algorithm to estimate biophysical parameters along with their uncertainties.☆39Aug 22, 2022Updated 3 years ago
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆231Oct 27, 2025Updated 4 months ago
- Automated pipeline for large scale detection of solar arrays in France☆22Nov 5, 2025Updated 4 months ago
- A method of estimating transpiration directly from carbon, water, and energy fluxes, such as eddy covariance datasets☆14Apr 13, 2023Updated 2 years ago
- Front End repo for the Nowcasting project.☆108Mar 12, 2026Updated last week
- The Generative AOD Adversarial Neural Network (GANN) is a neural network model used for satellite aerosol retrieval.☆10Jan 9, 2024Updated 2 years ago
- WindSR Dataset contains more than 22,000 pairs of HR/LR wind speed images, which are processed using the NASA's GEOS-5 Nature Run dataset…☆12Jan 18, 2024Updated 2 years ago