220 citations · 361 across the 10 of their papers we have counts for
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cond-mat.soft2024★ 11 cited
Normalizing flows as an enhanced sampling method for atomistic supercooled liquids
Gerhard Jung, Giulio Biroli, Ludovic Berthier
Normalizing flows can transform a simple prior probability distribution into a more complex target distribution. Here, we evaluate the ability and efficiency of generative machine…
cond-mat.stat-mech2024★ 25 cited
Yielding and plasticity in amorphous solids
Ludovic Berthier, Giulio Biroli, M. Lisa Manning +1
The physics of disordered media, from metallic glasses to colloidal suspensions, granular matter and biological tissues, offers difficult challenges because it often occurs far fro…