2 papers
cond-mat.mtrl-sci2022
The Mixing Thermodynamics and Local Structure of High-entropy Alloys from Randomly Sampled Ordered Configurations
Andrew Novick, Quan Nguyen, Roman Garnett +2
A general method is presented for modeling high entropy alloys as ensembles of randomly sampled, ordered configurations on a given lattice. Statistical mechanics is applied post ho…
cs.LG2021
Nonmyopic Multifidelity Active Search
Quan Nguyen, Arghavan Modiri, Roman Garnett
Active search is a learning paradigm where we seek to identify as many members of a rare, valuable class as possible given a labeling budget. Previous work on active search has ass…