Accelerated lattice constant prediction of perovskite materials (ABX3, A2BB′O6) using partial least squares and principal component regression methods

Jeric Briones; Mark Christian Guinto; Christian Mark Pelicano

doi:10.1016/j.matlet.2021.130040

Accelerated lattice constant prediction of perovskite materials (ABX₃, A₂BB′O₆) using partial least squares and principal component regression methods

Jeric Briones
, Mark Christian Guinto
, Christian Mark Pelicano

Advanced Telecommunications Research Institute International (ATR)
Nara Institute of Science and Technology
Institute for Chemical Research

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

Original language	English
Article number	130040
Journal	Materials Letters
Volume	298
DOIs	https://doi.org/10.1016/j.matlet.2021.130040
State	Published - Sep 1 2021
Externally published	Yes

ASJC Scopus Subject Areas

General Materials Science
Condensed Matter Physics
Mechanics of Materials
Mechanical Engineering

Keywords

Lattice constant
Partial least squares
Prediction
Principal components
Regression

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10.1016/j.matlet.2021.130040

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title = "Accelerated lattice constant prediction of perovskite materials (ABX3, A2BB′O6) using partial least squares and principal component regression methods",

keywords = "Lattice constant, Partial least squares, Prediction, Principal components, Regression",

author = "Jeric Briones and Guinto, \{Mark Christian\} and Pelicano, \{Christian Mark\}",

note = "Publisher Copyright: {\textcopyright} 2021 Elsevier B.V.",

year = "2021",

month = sep,

day = "1",

doi = "10.1016/j.matlet.2021.130040",

language = "English",

volume = "298",

journal = "Materials Letters",

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TY - JOUR

T1 - Accelerated lattice constant prediction of perovskite materials (ABX3, A2BB′O6) using partial least squares and principal component regression methods

AU - Briones, Jeric

AU - Guinto, Mark Christian

AU - Pelicano, Christian Mark

PY - 2021/9/1

Y1 - 2021/9/1

KW - Lattice constant

KW - Partial least squares

KW - Prediction

KW - Principal components

KW - Regression

UR - https://www.scopus.com/pages/publications/85107677417

UR - https://www.scopus.com/pages/publications/85107677417#tab=citedBy

U2 - 10.1016/j.matlet.2021.130040

DO - 10.1016/j.matlet.2021.130040

M3 - Article

AN - SCOPUS:85107677417

SN - 0167-577X

VL - 298

JO - Materials Letters

JF - Materials Letters

M1 - 130040

ER -

Accelerated lattice constant prediction of perovskite materials (ABX₃, A₂BB′O₆) using partial least squares and principal component regression methods

ASJC Scopus Subject Areas

Keywords

Access to Document

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