16 citations · 16 across the 2 of their papers we have counts for
2 papers
cond-mat.soft2023
Conformation and dynamics of partially active linear polymers
Marin Vatin, Sumanta Kundu, Emanuele Locatelli
We perform numerical simulations of isolated, partially active polymers, driven out-of-equilibrium by a fraction of their monomers. We show that, if the active beads are all gather…
cond-mat.soft2022★ 16 cited
Machine learning understands knotted polymers
Anna Braghetto, Sumanta Kundu, Marco Baiesi +1
Simulated configurations of flexible knotted rings confined inside a spherical cavity are fed into long-short term memory neural networks (LSTM NNs) designed to distinguish knot ty…