316 citations · 410 across the 10 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.LG2024
Self-Supervised Learning for Ordered Three-Dimensional Structures
Matthew Spellings, Maya Martirossyan, Julia Dshemuchadse
Recent work has proven that training large language models with self-supervised tasks and fine-tuning these models to complete new tasks in a transfer learning setting is a powerfu…
cond-mat.soft2024★ 11 cited
Local structural features elucidate crystallization of complex structures
Maya M. Martirossyan, Matthew Spellings, Hillary Pan +1
Complex crystal structures are composed of multiple local environments, and how this type of order emerges spontaneously during crystal growth has yet to be fully understood. We st…