Machine learning in multiscale modeling and simulations of molecular systems 

Hashemian, Behrooz (Date of defense: 2015-05-08)

Collective variables (CVs) are low-dimensional representations of the state of a complex system, which help us rationalize molecular conformations and sample free energy landscapes with molecular dynamics simulations. ...