Accelerating Langevin Field-Theoretic Simulation of Polymers with Deep Learning
Author:
Affiliation:
1. Department of Physics, Ulsan National Institute of Science and Technology, 50 UNIST-gil, Ulsan 44919, Korea
Funder
National Research Foundation of Korea
Publisher
American Chemical Society (ACS)
Subject
Materials Chemistry,Inorganic Chemistry,Polymers and Plastics,Organic Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.macromol.2c00705
Reference69 articles.
1. Block Copolymers—Designer Soft Materials
2. The standard Gaussian model for block copolymer melts
3. The Equilibrium Theory of Inhomogeneous Polymers
4. Self-Consistent Field Theory and Its Applications
5. Single chain in mean field simulations: Quasi-instantaneous field approximation and quantitative comparison with Monte Carlo simulations
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