Concepedia

Grant M. Rotskoff

GM

Statistics

Publications

32

Citations

1.8K

H-Index

23

Active since

2012

Affiliations

University of California, Berkeley(Current)

Stanford University

Courant Institute of Mathematical Sciences

New York University

University of Chicago

Grant M. Rotskoff is an author at University of California, Berkeley specializing in natural sciences, physics, and machine learning.

Publications per year

2012–2024

32

Publications

32

Single-particle mapping of nonequilibrium nanocrystal transformations

Xingchen Ye, Matthew R. Jones, Layne B. Frechette et al. · Science · 2016 · 261 citations · Full text

Natural Sciences, Chemistry, Materials Science +17

Inferring dissipation from current fluctuations

Todd R. Gingrich, Grant M. Rotskoff, Jordan M. Horowitz · Journal of Physics A Mathematical and Theoretical · 2017 · 167 citations · Full text

Natural Sciences, Physics, Dynamical Systems +16

Nanocrystal Assemblies: Current Advances and Open Problems

Carlos L. Bassani, Greg van Anders, Uri Banin et al. · ACS Nano · 2024 · 107 citations · Full text

Natural Sciences, Materials Science, Physics +17

Neural networks as Interacting Particle Systems: Asymptotic convexity of the Loss Landscape and Universal Scaling of the Approximation Error

Grant M. Rotskoff, Eric Vanden‐Eijnden · arXiv (Cornell University) · 2018 · 104 citations · Full text

Computing, Computer Science, Mathematics +17

Trainability and Accuracy of Neural Networks: An Interacting Particle System Approach

Grant M. Rotskoff, Eric Vanden‐Eijnden · arXiv (Cornell University) · 2018 · 96 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

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