Ekin Dogus Cubuk
Ekin Dogus Cubuk
Research Scientist, Google Brain
Verified email at fas.harvard.edu
TitleCited byYear
Autoaugment: Learning augmentation strategies from data
ED Cubuk, B Zoph, D Mane, V Vasudevan, QV Le
Proceedings of the IEEE conference on computer vision and pattern …, 2019
Realistic evaluation of deep semi-supervised learning algorithms
A Oliver, A Odena, CA Raffel, ED Cubuk, I Goodfellow
Advances in Neural Information Processing Systems, 3235-3246, 2018
Identifying Structural Flow Defects in Disordered Solids Using Machine-Learning Methods
ED Cubuk, SS Schoenholz, JM Rieser, BD Malone, J Rottler, DJ Durian, ...
Physical Review Letters 114, 108001, 2015
A structural approach to relaxation in glassy liquids
SS Schoenholz, ED Cubuk, E Kaxiras, AJ Liu
Nature Physics 12, 469-471, 2016
Specaugment: A simple data augmentation method for automatic speech recognition
DS Park, W Chan, Y Zhang, CC Chiu, B Zoph, ED Cubuk, QV Le
arXiv preprint arXiv:1904.08779, 2019
Atomic Layer Deposition of Stable LiAlF4 Lithium Ion Conductive Interfacial Layer for Stable Cathode Cycling
J Xie, AD Sendek, ED Cubuk, X Zhang, Z Lu, Y Gong, T Wu, F Shi, W Liu, ...
ACS nano 11 (7), 7019-7027, 2017
Holistic computational structure screening of more than 12000 candidates for solid lithium-ion conductor materials
AD Sendek, Q Yang, ED Cubuk, KAN Duerloo, Y Cui, EJ Reed
Energy & Environmental Science 10 (1), 306-320, 2017
Stress effects on the initial lithiation of crystalline silicon nanowires: reactive molecular dynamics simulations using ReaxFF
A Ostadhossein, ED Cubuk, GA Tritsaris, E Kaxiras, S Zhang, ...
Physical Chemistry Chemical Physics 17 (5), 3832-3840, 2015
Structure-property relationships from universal signatures of plasticity in disordered solids
ED Cubuk, RJS Ivancic, SS Schoenholz, DJ Strickland, A Basu, ...
Science 358 (6366), 1033-1037, 2017
Direct observation of a long-lived single-atom catalyst chiseling atomic structures in graphene
WL Wang, EJG Santos, B Jiang, ED Cubuk, C Ophus, A Centeno, ...
Nano letters 14 (2), 450-455, 2014
High-Temperature Quantum Anomalous Hall Effect in Codoped Topological Insulators
S Qi, Z Qiao, X Deng, ED Cubuk, H Chen, W Zhu, E Kaxiras, SB Zhang, ...
Physical review letters 117 (5), 056804, 2016
Atomic Insight into the Lithium Storage and Diffusion Mechanism of SiO2/Al2O3 Electrodes of Lithium Ion Batteries: ReaxFF Reactive Force Field Modeling
A Ostadhossein, SY Kim, ED Cubuk, Y Qi, ACT van Duin
The Journal of Physical Chemistry A 120 (13), 2114-2127, 2016
Morphological evolution of Si nanowires upon lithiation: A first-principles multiscale model
ED Cubuk, WL Wang, K Zhao, JJ Vlassak, Z Suo, E Kaxiras
Nano letters 13 (5), 2011-2015, 2013
Long-time dynamics through parallel trajectory splicing
D Perez, ED Cubuk, A Waterland, E Kaxiras, AF Voter
Journal of chemical theory and computation 12 (1), 18-28, 2016
Relationship between local structure and relaxation in out-of-equilibrium glassy systems
SS Schoenholz, ED Cubuk, E Kaxiras, AJ Liu
Proceedings of the National Academy of Sciences 114 (2), 263-267, 2017
Theory of structural transformation in lithiated amorphous silicon
ED Cubuk, E Kaxiras
Nano letters 14 (7), 4065-4070, 2014
Adversarial examples are a natural consequence of test error in noise
N Ford, J Gilmer, N Carlini, D Cubuk
arXiv preprint arXiv:1901.10513, 2019
Structural properties of defects in glassy liquids
ED Cubuk, SS Schoenholz, E Kaxiras, AJ Liu
The Journal of Physical Chemistry B 120 (26), 6139-6146, 2016
Intriguing properties of adversarial examples
ED Cubuk, B Zoph, SS Schoenholz, QV Le
arXiv preprint arXiv:1711.02846, 2017
Representations in neural network based empirical potentials
ED Cubuk, BD Malone, B Onat, A Waterland, E Kaxiras
The Journal of chemical physics 147 (2), 024104, 2017
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