45 citations · 142 across the 10 of their papers we have counts for
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cs.LG2022★ 3 cited
Uncertainty Quantification Techniques for Space Weather Modeling: Thermospheric Density Application
Richard J. Licata, Piyush M. Mehta
Machine learning (ML) has often been applied to space weather (SW) problems in recent years. SW originates from solar perturbations and is comprised of the resulting complex variat…
cs.LG2021★ 3 cited
Machine-Learned HASDM Model with Uncertainty Quantification
Richard J. Licata, Piyush M. Mehta, W. Kent Tobiska +1
The first thermospheric neutral mass density model with robust and reliable uncertainty estimates is developed based on the SET HASDM density database. This database, created by Sp…