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.soft2023
Deciphering Non-Gaussianity of Diffusion Based on the Evolution of Diffusivity
Haolan Xu, Xu Zheng, Xinghua Shi
Non-Gaussianity indicates complex dynamics related to extreme events or significant outliers. However, the correlation between non-Gaussianity and the dynamics of heterogeneous env…