12 citations · 12 across the 1 of their papers we have counts for
2 papers
cond-mat.soft2021★ 12 cited
Exploring glassy dynamics with Markov state models from graph dynamical neural networks
Siavash Soltani, Chad W. Sinclair, Joerg Rottler
Amorphous materials exhibit structural heterogeneities that relax only on long timescales. Using machine learning techniques, we construct a Markov state model (MSM) for model glas…
cond-mat.mtrl-sci2020
Carbon Diffusion in Concentrated Fe-C Glasses
Siavash Soltani, Joerg Rottler, Chad W. Sinclair
By combining atomistic simulations with a detailed analysis of individual atomic hops, we show that the diffusion of carbon in a binary Fe-C glass exhibits strong (anti-)correlatio…