167 citations · 925 across the 22 of their papers we have counts for
3 papers · 1 filter
Machine Learning and Polymer Self-Consistent Field Theory in Two Spatial Dimensions
Yao Xuan, Kris T. Delaney, Hector D. Ceniceros +1
A computational framework that leverages data from self-consistent field theory simulations with deep learning to accelerate the exploration of parameter space for block copolymers…
Introducing Variable Cell Shape Methods in Field Theory Simulations of Polymers
J. -L. Barrat, Glenn H. Fredrickson, Scott W Sides
We propose a new method for carrying out field-theoretic simulations of polymer systems under conditions of prescribed external stress, allowing for shape changes in the simulation…
Fluctuation effects in ternary AB+A+B polymeric emulsions
Dominik Düchs, Venkat Ganesan, Glenn H. Fredrickson +1
We present a Monte Carlo approach to incorporating the effect of thermal fluctuations in field theories of polymeric fluids. This method is applied to a field-theoretic model of a…