3 papers
astro-ph.GA2026
A near field guide to Roman's wide-area surveys
Robyn E. Sanderson, Kevin A. McKinnon, Adrien C. R. Thob +7
The Nancy Grace Roman Space Telescope currently plans to survey nearly 6000 square degrees of the sky, mainly in the High-Latitude Wide-Area Survey (HLWAS) and Galactic Plane Surve…
cs.LG2026
Ensemble Graph Neural Networks for Probabilistic Sea Surface Temperature Forecasting via Input Perturbations
Alejandro J. González-Santana, Giovanny A. Cuervo-Londoño, Javier Sánchez
Accurate regional ocean forecasting requires models that are both computationally efficient and capable of representing predictive uncertainty. This work investigates ensemble lear…
cs.LG2025
Leveraging an Atmospheric Foundational Model for Subregional Sea Surface Temperature Forecasting
VÃctor Medina, Giovanny A. Cuervo-Londoño, Javier Sánchez
The accurate prediction of oceanographic variables is crucial for understanding climate change, managing marine resources, and optimizing maritime activities. Traditional ocean for…