SkyTwin: A Virtual Co-Pilot for Real-Time Cloud Dynamics
About us
Wematics converged through a common vision, each deeply involved in sky camera R&D. Together, they're driving innovation in the sky camera tech space.
Research
Advances in Solar Forecasting: Computer Vision with Deep Learning
Quentin Paletta, Guillermo Terrén-Serrano, Yuhao Nie, Binghui Li, Jacob Bieker, Wenqi Zhang, Laurent Dubus, Soumyabrata Dev, Cong Feng
SkyGPT: Probabilistic Short-term Solar Forecasting Using Synthetic Sky Videos from Physics-constrained VideoGPT
Yuhao Nie, Eric Zelikman, Andea scott, Quentin Paletta, Adam Brandt
Omnivision forecasting: Combining satellite and sky images for improved deterministic and probabilistic intra-hour solar energy predictions
Quentin Paletta, Guillaume Arbod, Joan Lasenby
Open-source ground-based sky image datasets for very short-term solar forecasting, cloud analysis and modeling: A comprehensive survey
Yuhao Nie, Xiatong Li, Quentin Paletta, Max Aragon, Andea scott, Adam Brandt
Sky-image-based solar forecasting using deep learning with multi-location data: training models locally, globally or via transfer learning?
Quentin Paletta, Anthony Hu, Guillaume Arbod, Philippe Blanc, Joan Lasenby
Cloud Flow Centring in Sky and Satellite Images for Deep Solar Forecasting
Quentin Paletta, Guillaume Arbod, Joan Lasenby
SPIN: Simplifying Polar Invariance for Neural networks Application to vision-based irradiance forecasting
Quentin Paletta, Anthony Hu, Guillaume Arbod, Philippe Blanc, Joan Lasenby
ECLIPSE: Envisioning CLoud Induced Perturbations in Solar Energy
Quentin Paletta, Anthony Hu, Guillaume Arbod, Joan Lasenby
Benchmarking of Deep Learning Irradiance Forecasting Models from Sky Images - An in-depth Analysis
A Temporally Consistent Image-based Sun Tracking Algorithm for Solar Energy Forecasting Applications
Quentin Paletta, Joan Lasenby
Stereo cloud base height estimation using a pair of all-sky cameras
Max Aragon
Ground-based cloud analysis for potential assimilation in high-resolution NWP models
Max Aragon
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