122 citations · 488 across the 17 of their papers we have counts for
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cond-mat.soft2023★ 11 cited
Classifying the age of a glass based on structural properties: A machine learning approach
Giulia Janzen, Casper Smit, Samantha Visbeek +5
It is well established that physical aging of amorphous solids is governed by a marked change in dynamical properties as the material becomes older. Conversely, structural properti…
cond-mat.soft2023★ 9 cited
Dead or alive: Distinguishing active from passive particles using supervised learning
Giulia Janzen, Xander L. J. A. Smeets, Vincent E. Debets +4
A longstanding open question in the field of dense disordered matter is how precisely structure and dynamics are related to each other. With the advent of machine learning, it has…