2 papers
cs.LG2026
Low-rank tensor structure of precipitation and its application to satellite-reference merging
Ryan Solgi, Rohan Shankar, Hugo A. Loaiciga
The intermittent and variable nature of precipitation makes its accurate estimation over extended domains difficult, yet its spatiotemporal structure suggests that a low-rank repre…
cs.LG2025
Do Tensorized Large-Scale Spatiotemporal Dynamic Atmospheric Data Exhibit Low-Rank Properties?
Ryan Solgi, Seyedali Mousavinezhad, Hugo A. Loaiciga
In this study, we investigate for the first time the low-rank properties of a tensorized large-scale spatio-temporal dynamic atmospheric variable. We focus on the Sentinel-5P tropo…