2 papers
cond-mat.dis-nn2022
Dynamics of supercooled liquids from static averaged quantities using machine learning
Simone Ciarella, Massimiliano Chiappini, Emanuele Boattini +2
We introduce a machine-learning approach to predict the complex non-Markovian dynamics of supercooled liquids from static averaged quantities. Compared to techniques based on parti…
cond-mat.soft2020
Speeding up dynamics by tuning the non-commensurate size of rod-like particles in a smectic phase
Massimiliano Chiappini, Eric Grelet, Marjolein Dijkstra
Using simulations, we study the diffusion of rod-like guest particles in a smectic environment of rod-like host particles. We find that the dynamics of guest rods across smectic la…