1 citations · 1 across the 3 of their papers we have counts for
3 papers
Designing Machine Learning Surrogates using Outputs of Molecular Dynamics Simulations as Soft Labels
J. C. S. Kadupitiya, Nasim Anousheh, Vikram Jadhao
Molecular dynamics simulations are powerful tools to extract the microscopic mechanisms characterizing the properties of soft materials. We recently introduced machine learning sur…
ThetA -- fast and robust clustering via a distance parameter
Eleftherios Garyfallidis, Shreyas Fadnavis, Jong Sung Park +4
Clustering is a fundamental problem in machine learning where distance-based approaches have dominated the field for many decades. This set of problems is often tackled by partitio…
Ionic Structure and Decay Length in Highly-Concentrated Confined Electrolytes
Nasim Anousheh, Francisco J. Solis, Vikram Jadhao
We use molecular dynamics simulations of the primitive model of electrolytes to study the ionic structure in aqueous monovalent electrolyte solutions confined by charged planar int…