Samuel S. Schoenholz - Publications, H-index & Citations

Back

Samuel S. Schoenholz

Google Incorporated

35H-index

97Paper Count

1.1WCitation Count

Published Papers 13

Publication Date

Programming patchy particles for materials assembly design

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2024-06-24

OAAI

King, Ella M.; Du, Chrisy Xiyu; Zhu, Qian-Ze; Schoenholz, Samuel S.; Brenner, Michael P.

Save

Scaling deep learning for materials discovery

NATURE

IF48.5

2023-11-29

210

OAAI

Merchant, Amil; Batzner, Simon; Schoenholz, Samuel S.; Aykol, Muratahan; Cheon, Gowoon; Cubuk, Ekin Dogus

Save

End-to-end differentiability and tensor processing unit computing to accelerate materials' inverse design

NPJ COMPUTATIONAL MATERIALS

IF11.9

2023-07-13

OAAI

Liu, Han; Liu, Yuhan; Li, Kevin; Zhao, Zhangji; Schoenholz, Samuel S. S.; Cubuk, Ekin D. D.; Gupta, Puneet; Bauchy, Mathieu

Save

Learning molecular dynamics: predicting the dynamics of glasses by a machine learning simulator

MATERIALS HORIZONS

IF10.7

2023-01-01

OAAI

Liu, Han; Huang, Zijie; Schoenholz, Samuel S.; Cubuk, Ekin D.; Smedskjaer, Morten M.; Sun, Yizhou; Wang, Wei; Bauchy, Mathieu

Save

partial derivativePV: An end-to-end differentiable solar-cell simulator

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2022-03-01

OAAI

Mann, Sean; Fadel, Eric; Schoenholz, Samuel S.; Cubuk, Ekin D.; Johnson, Steven G.; Romano, Giuseppe

Save

Designing self-assembling kinetics with differentiable statistical physics models

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2021-03-02

OAAI

Goodrich, Carl P.; King, Ella M.; Schoenholz, Samuel S.; Cubuk, Ekin D.; Brenner, Michael P.

Save

Unveiling the predictive power of static structure in glassy systems

NATURE PHYSICS

IF18.4

2020-04-06

243

PREAI

Bapst, V; Keck, T.; Grabska-Barwinska, A.; Donner, C.; Cubuk, E. D.; Schoenholz, S. S.; Obika, A.; Nelson, A. W. R.; Back, T.; Hassabis, D.; Kohli, P.

Save

Machine learning determination of atomic dynamics at grain boundaries

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2018-10-09

OAAI

Sharp, Tristan A.; Thomas, Spencer L.; Cubuk, Ekin D.; Schoenholz, Samuel S.; Srolovitz, David J.; Liu, Andrea J.

Save

Prediction Errors of Molecular Machine Learning Models Lower than Hybrid DFT Error

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2017-10-10

488

OAAI

Faber, Felix A.; Hutchison, Luke; Huang, Bing; Gilmer, Justin; Schoenholz, Samuel S.; Dahl, George E.; Vinyals, Oriol; Kearnes, Steven; Riley, Patrick F.; von Lilienfeld, O. Anatole

Save

Disconnecting structure and dynamics in glassy thin films

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2017-09-19

OAAI

Sussman, Daniel M.; Schoenholz, Samuel S.; Cubuk, Ekin D.; Liu, Andrea J.

Save

Relationship between local structure and relaxation in out-of-equilibrium glassy systems

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2016-12-27