3 papers
cond-mat.mtrl-sci2025
Understanding the Structural Origin of Chirality in Magic-Size Semiconductor Nanoclusters through Self-Assembly Simulations
Hongjin Du, Ellery J. Hendrix, Richard D. Robinson +1
Semiconductor magic-size clusters (MSCs) are atomically precise nanoparticles exhibiting unique size-dependent properties, but their ultrasmall dimensions hinder structural charact…
cond-mat.soft2024
The emergence of bulk structure in clusters via isotropic multi-well pair potentials
Jennifer E. Doyle, Maya M. Martirossyan, Julia Dshemuchadse +1
The mechanical, optical, and chemical properties of a wide variety of soft materials are enabled and constrained by their bulk structure. How this structure emerges at small system…
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…