9 citations · 12 across the 7 of their papers we have counts for
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cond-mat.stat-mech2024
Absorbing state dynamics of stochastic gradient descent
Guanming Zhang, Stefano Martiniani
Stochastic gradient descent (SGD) is a fundamental tool for training deep neural networks across a variety of tasks. In self-supervised learning, different input categories map to…
physics.bio-ph2024★ 9 cited
Cell sorting by active forces in a phase-field model of cell monolayers
James N. Graham, Guanming Zhang, Julia M. Yeomans
Cell sorting, the segregation of cells with different properties into distinct domains, is a key phenomenon in biological processes such as embryogenesis. We use a phase-field mode…