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Title: Automatized convergence of optoelectronic simulations using active machine learning

Authors:
ORCiD logo [1];  [2];  [3];  [4]; ORCiD logo [5]
  1. Department of Materials Science and Metallurgy, University of Cambridge, Cambridge CB3 0FS, United Kingdom, Theoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA, Center for Nonlinear Studies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
  2. Department of Materials Science and Metallurgy, University of Cambridge, Cambridge CB3 0FS, United Kingdom, Center for Nonlinear Studies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
  3. Theoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA, Center for Nonlinear Studies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
  4. Theoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
  5. Department of Materials Science and Metallurgy, University of Cambridge, Cambridge CB3 0FS, United Kingdom
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1372511
Grant/Contract Number:
20140013DR
Resource Type:
Journal Article: Publisher's Accepted Manuscript
Journal Name:
Applied Physics Letters
Additional Journal Information:
Journal Volume: 111; Journal Issue: 4; Related Information: CHORUS Timestamp: 2018-02-15 02:28:57; Journal ID: ISSN 0003-6951
Publisher:
American Institute of Physics
Country of Publication:
United States
Language:
English

Citation Formats

Rouet-Leduc, Bertrand, Hulbert, Claudia, Barros, Kipton, Lookman, Turab, and Humphreys, Colin J. Automatized convergence of optoelectronic simulations using active machine learning. United States: N. p., 2017. Web. doi:10.1063/1.4996233.
Rouet-Leduc, Bertrand, Hulbert, Claudia, Barros, Kipton, Lookman, Turab, & Humphreys, Colin J. Automatized convergence of optoelectronic simulations using active machine learning. United States. doi:10.1063/1.4996233.
Rouet-Leduc, Bertrand, Hulbert, Claudia, Barros, Kipton, Lookman, Turab, and Humphreys, Colin J. Mon . "Automatized convergence of optoelectronic simulations using active machine learning". United States. doi:10.1063/1.4996233.
@article{osti_1372511,
title = {Automatized convergence of optoelectronic simulations using active machine learning},
author = {Rouet-Leduc, Bertrand and Hulbert, Claudia and Barros, Kipton and Lookman, Turab and Humphreys, Colin J.},
abstractNote = {},
doi = {10.1063/1.4996233},
journal = {Applied Physics Letters},
number = 4,
volume = 111,
place = {United States},
year = {Mon Jul 24 00:00:00 EDT 2017},
month = {Mon Jul 24 00:00:00 EDT 2017}
}

Journal Article:
Free Publicly Available Full Text
This content will become publicly available on July 25, 2018
Publisher's Accepted Manuscript

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