56 citations · 80 across the 9 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cond-mat.stat-mech2023★ 9 cited
Inferring phase transitions and critical exponents from limited observations with Thermodynamic Maps
Lukas Herron, Kinjal Mondal, John S. Schneekloth +1
Phase transitions are ubiquitous across life, yet hard to quantify and describe accurately. In this work, we develop an approach for characterizing generic attributes of phase tran…
cond-mat.stat-mech2023★ 9 cited
Enhanced Sampling with Machine Learning: A Review
Shams Mehdi, Zachary Smith, Lukas Herron +2
Molecular dynamics (MD) enables the study of physical systems with excellent spatiotemporal resolution but suffers from severe time-scale limitations. To address this, enhanced sam…