21 citations · 26 across the 4 of their papers we have counts for
4 papers
Efficient Phase Diagram Sampling by Active Learning
Chengyu Dai, Isaac R. Bruss, Sharon C. Glotzer
We address the problem of efficient phase diagram sampling by adopting active learning techniques from machine learning, and achieve an 80% reduction in the sample size (number of…
Phase separation of self-propelled ballistic particles
Isaac R. Bruss, Sharon C. Glotzer
Self-propelled particles phase separate into coexisting dense and dilute regions above a critical density. The statistical nature of their stochastic motion lends itself to various…
Defect-driven shape instabilities of bundles
Isaac R. Bruss, Gregory M. Grason
Topological defects are crucial to the thermodynamics and structure of condensed matter systems. For instance, when incorporated into crystalline membranes like graphene, disclinat…
Topological Defects, Surface Geometry and Cohesive Energy of Twisted Filament Bundles
Isaac R. Bruss, Gregory M. Grason
Cohesive assemblies of filaments are a common structural motif found in diverse contexts, ranging from biological materials such as fibrous proteins, to artificial materials such a…