21 citations · 21 across the 2 of their papers we have counts for
2 papers
physics.comp-ph2025
Generative Modeling of Entangled Polymers with a Distance-Based Variational Autoencoder
Pietro Chiarantoni, Oscar Serra, Mohammad Erfan Mowlaei +5
We present a variational autoencoder framework for learning and generating configurations of structured polymer globules from distance matrices. We used coarse-grained molecular dy…
cond-mat.stat-mech2020★ 21 cited
Work fluctuations of self-propelled particles in the phase separated state
P. Chiarantoni, F. Cagnetta, F. Corberi +2
We study the large deviations of the distribution P(W_τ) of the work associated with the propulsion of individual active brownian particles in a time interval τ, in the region of t…