Perspective: Codesign for materials science: An optimal learning approach

Lookman, Turab; Alexander, Francis J.; Bishop, Alan R.

doi:10.1063/1.4944627

Title: Perspective: Codesign for materials science: An optimal learning approach

Journal Article · Thu Apr 07 00:00:00 EDT 2016 · APL Materials

DOI:https://doi.org/10.1063/1.4944627· OSTI ID:1246183

Lookman, Turab ^[1]; Alexander, Francis J. ^[1]; Bishop, Alan R. ^[1]

Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA

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Sponsoring Organization:: USDOE

OSTI ID:: 1246183

Journal Information:: APL Materials, Journal Name: APL Materials Vol. 4 Journal Issue: 5; ISSN 2166-532X

Publisher:: American Institute of PhysicsCopyright Statement

Country of Publication:: United States

Language:: English

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Cited by: 20 works

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References (7)

Efficient Global Optimization of Expensive Black-Box Functions Jones, Donald R.; Schonlau, Matthias; Welch, William J. Journal of Global Optimization, Vol. 13, Issue 4, p. 455-492 https://doi.org/10.1023/A:1008306431147	journal	January 1998
Viewpoints on Microscopic and Mesoscopic Transformation Processes in Martensite Krumhansl, J. A. Le Journal de Physique IV, Vol. 05, Issue C2 https://doi.org/10.1051/jp4:1995201	journal	February 1995
Screening for high-performance piezoelectrics using high-throughput density functional theory Armiento, Rickard; Kozinsky, Boris; Fornari, Marco Physical Review B, Vol. 84, Issue 1 https://doi.org/10.1103/PhysRevB.84.014103	journal	July 2011
Solidification Map of a Nickel-Base Alloy Blecher, J. J.; Palmer, T. A.; DebRoy, T. Metallurgical and Materials Transactions A, Vol. 45, Issue 4 https://doi.org/10.1007/s11661-013-2149-1	journal	December 2013
A Taxonomy of Global Optimization Methods Based on Response Surfaces Jones, Donald R. Journal of Global Optimization, Vol. 21, Issue 4, p. 345-383 https://doi.org/10.1023/A:1012771025575	journal	December 2001
Opportunities for mesoscale science Crabtree, G. W.; Sarrao, J. L. MRS Bulletin, Vol. 37, Issue 11 https://doi.org/10.1557/mrs.2012.274	journal	November 2012
Bayesian Minimum Mean-Square Error Estimation for Classification Error—Part I: Definition and the Bayesian MMSE Error Estimator for Discrete Classification Dalton, Lori A.; Dougherty, Edward R. IEEE Transactions on Signal Processing, Vol. 59, Issue 1 https://doi.org/10.1109/TSP.2010.2084572	journal	January 2011

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