Researchclopedia

Research Researchers Institutions Topics Submit About

Command Palette

Search for a command to run...

Researchclopedia

Research Researchers Institutions About

© 2026 Researchclopedia. Powered by OpenAlex under CC0 license.

Ekin D. Cubuk | Researchclopedia

Back to researchers

Ekin D. Cubuk

Google (United States)ORCID

147

Works

19,809

Citations

50

h-index

74

i10-index

Research Topics

Machine Learning in Materials Science Advanced Neural Network Applications Domain Adaptation and Few-Shot Learning

Affiliations

Swarthmore College2012–2012

Google (United States)2017–2025

Harvard University2014–2018

Harvard University Press2013–2017

Google DeepMind (United Kingdom)2023–2025

Top Works

SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

Daniel Park,William Chan,et al.

20193,442 citations

Material Dynamics and Properties

Adversarial Robustness in Machine Learning

AutoAugment: Learning Augmentation Strategies From Data

Ekin D. Cubuk,Barret Zoph,et al.

20192,665 citations

FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

Kihyuk Sohn,David Berthelot,et al.

20202,264 citations

Scaling deep learning for materials discovery

Amil Merchant,Simon Batzner,et al.

20231,044 citations

AutoAugment: Learning Augmentation Policies from Data

Ekin D. Cubuk,Barret Zoph,et al.

2018732 citations

An autonomous laboratory for the accelerated synthesis of inorganic materials

Nathan J. Szymanski,Bernardus Rendy,et al.

2023718 citations

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Dan Hendrycks,Norman Mu,et al.

2019566 citations

A structural approach to relaxation in glassy liquids

Samuel S. Schoenholz,Ekin D. Cubuk,et al.

2016449 citations

Identifying Structural Flow Defects in Disordered Solids Using Machine-Learning Methods

Ekin D. Cubuk,Samuel S. Schoenholz,et al.

2015435 citations