136 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
3 papers
Large deviations of one-hidden-layer neural networks
Christian Hirsch, Daniel Willhalm
We study large deviations in the context of stochastic gradient descent for one-hidden-layer neural networks with quadratic loss. We derive a quenched large deviation principle, wh…
A survey of energies from pure metals to multi-principal element alloys
Ruitian Chen, Evelyn Li, Yu Zou
In materials science, a wide range of properties of materials are governed by various types of energies, including thermal, physicochemical, structural, and mechanical energies. In…
Harnessing dislocation motion using an electric field
Mingqiang Li, Yidi Shen, Kun Luo +4
Dislocations, line defects in crystalline materials, play an essential role in the mechanical[1,2], electrical[3], optical[4], thermal[5], and phase transition[6] properties of the…