18 citations · 18 across the 2 of their papers we have counts for
2 papers
cond-mat.soft2021
Classifying soft self-assembled materials via unsupervised machine learning of defects
Andrea Gardin, Claudio Perego, Giovanni Doni +1
Unlike molecular crystals, soft self-assembled fibres, micelles, vesicles, etc., exhibit a certain order in the arrangement of their constitutive monomers, but also high structural…
cond-mat.soft2021★ 18 cited
Automatic Multi-Objective Optimization of Coarse-Grained Lipid Force Fields Using SwarmCG
Charly Empereur-mot, Riccardo Capelli, Mattia Perrone +3
The development of coarse-grained (CG) molecular models typically requires a time-consuming iterative tuning of parameters in order to have the approximated CG models behaving corr…