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

Samuel S. Schoenholz

Google Incorporated

35H指数

97论文数

1.1W被引数

收录论文 13

发表时间

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.

Scaling deep learning for materials discovery 扩展深度学习以实现材料发现

NATURE

IF48.5

2023-11-29

210

OAAI

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

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

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

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

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.

Unveiling the predictive power of static structure in glassy systems 揭示玻璃系统中静态结构的预测能力

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.

Machine learning determination of atomic dynamics at grain boundaries 晶界原子动力学的机器学习测定

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.

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

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.

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

106

OAAI