Applying machine learning to balance performance and stability of high energy density materials

Xiaona Huang; Chongyang Li; Kaiyuan Tan; Yushi Wen; Feng Guo; Ming Li; Yongli Huang; Chang Q. Sun; Michael Gozin; Lei Zhang

doi:10.1016/j.isci.2021.102240

Applying machine learning to balance performance and stability of high energy density materials

Xiaona Huang, Chongyang Li, Kaiyuan Tan, Yushi Wen, Feng Guo, Ming Li, Yongli Huang, Chang Q. Sun, Michael Gozin, Lei Zhang

School of Chemistry

Tel Aviv University

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

Abstract

Computational

Original language	English
Article number	102240
Journal	iScience
Volume	24
Issue number	3
DOIs	https://doi.org/10.1016/j.isci.2021.102240
State	Published - 19 Mar 2021

Keywords

Computational Materials Science
Computational Method in Materials Science
Energy Materials
Materials Design

All Science Journal Classification (ASJC) codes

General

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10.1016/j.isci.2021.102240

Cite this

@article{4459e2e941a3403db0683c2038d50f59,

title = "Applying machine learning to balance performance and stability of high energy density materials",

abstract = "Computational",

keywords = "Computational Materials Science, Computational Method in Materials Science, Energy Materials, Materials Design",

author = "Xiaona Huang and Chongyang Li and Kaiyuan Tan and Yushi Wen and Feng Guo and Ming Li and Yongli Huang and Sun, \{Chang Q.\} and Michael Gozin and Lei Zhang",

note = "Publisher Copyright: {\textcopyright} 2021 The Author(s)",

year = "2021",

month = mar,

day = "19",

doi = "10.1016/j.isci.2021.102240",

language = "الإنجليزيّة",

volume = "24",

journal = "iScience",

issn = "2589-0042",

publisher = "Elsevier",

number = "3",

}

TY - JOUR

T1 - Applying machine learning to balance performance and stability of high energy density materials

AU - Huang, Xiaona

AU - Li, Chongyang

AU - Tan, Kaiyuan

AU - Wen, Yushi

AU - Guo, Feng

AU - Li, Ming

AU - Huang, Yongli

AU - Sun, Chang Q.

AU - Gozin, Michael

AU - Zhang, Lei

PY - 2021/3/19

Y1 - 2021/3/19

N2 - Computational

AB - Computational

KW - Computational Materials Science

KW - Computational Method in Materials Science

KW - Energy Materials

KW - Materials Design

UR - http://www.scopus.com/inward/record.url?scp=85102249646&partnerID=8YFLogxK

U2 - 10.1016/j.isci.2021.102240

DO - 10.1016/j.isci.2021.102240

M3 - مقالة

C2 - 33748721

SN - 2589-0042

VL - 24

JO - iScience

JF - iScience

IS - 3

M1 - 102240

ER -

Applying machine learning to balance performance and stability of high energy density materials

Abstract

Keywords

All Science Journal Classification (ASJC) codes

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