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…