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cond-mat.stat-mech2022★ 12 cited
Introduction to the dynamics of disordered systems: equilibrium and gradient descent
Giampaolo Folena, Alessandro Manacorda, Francesco Zamponi
This manuscript contains the lecture notes of the short courses given by one of us (F.Z.) at the summer school "Fundamental Problems in Statistical Physics XV", held in Brunico, It…
cond-mat.stat-mech2022
Gradient descent dynamics and the jamming transition in infinite dimensions
Alessandro Manacorda, Francesco Zamponi
Gradient descent dynamics in complex energy landscapes, i.e. featuring multiple minima, finds application in many different problems, from soft matter to machine learning. Here, we…