2 papers
cs.CV2026
Scaling Remote Sensing Foundation Models: Data Domain Tradeoffs at the Peta-Scale
Charith Wickrema, Eliza Mace, Hunter Brown +7
We explore the scaling behaviors of artificial intelligence to establish practical techniques for training foundation models on high-resolution electro-optical (EO) datasets that e…
cs.LG2024
Stratospheric aerosol source inversion: Noise, variability, and uncertainty quantification
J. Hart, I. Manickam, M. Gulian +6
Stratospheric aerosols play an important role in the earth system and can affect the climate on timescales of months to years. However, estimating the characteristics of partially…