Learning to Predict Physical Properties Using Sums of Separable Functions

Mayeul d'Avezac; Alex Zunger; Martin Mohlenkamp; Ryan Botts

doi:10.1137/100805959

Learning to Predict Physical Properties Using Sums of Separable Functions

Mayeul d'Avezac
, Alex Zunger
, Martin Mohlenkamp
, Ryan Botts

Chemistry and Nanoscience

National Renewable Energy Laboratory
University of Colorado Boulder
Ohio University

Research output: Contribution to journal › Article › peer-review

Original language	American English
Pages (from-to)	3381-3401
Number of pages	21
Journal	SIAM Journal on Scientific Computing
Volume	33
Issue number	6
DOIs	https://doi.org/10.1137/100805959
State	Published - 2011

NLR Publication Number

NREL/JA-5900-54462

Keywords

multivariate regression
optimized materials
separated representation

Access to Document

10.1137/100805959

Cite this

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title = "Learning to Predict Physical Properties Using Sums of Separable Functions",

keywords = "multivariate regression, optimized materials, separated representation",

author = "Mayeul d'Avezac and Alex Zunger and Martin Mohlenkamp and Ryan Botts",

year = "2011",

doi = "10.1137/100805959",

language = "American English",

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pages = "3381--3401",

journal = "SIAM Journal on Scientific Computing",

issn = "1064-8275",

publisher = "Society for Industrial and Applied Mathematics Publications",

number = "6",

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T1 - Learning to Predict Physical Properties Using Sums of Separable Functions

AU - d'Avezac, Mayeul

AU - Zunger, Alex

AU - Mohlenkamp, Martin

AU - Botts, Ryan

PY - 2011

Y1 - 2011

KW - multivariate regression

KW - optimized materials

KW - separated representation

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M3 - Article

SN - 1064-8275

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JO - SIAM Journal on Scientific Computing

JF - SIAM Journal on Scientific Computing

IS - 6

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