Machine learning and data science in materials design: a themed collection
被引:4
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作者:
Ferguson, Andrew
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机构:
Univ Illinois, Dept Mat Sci & Engn, 1304 West Green St, Urbana, IL 61801 USA
Univ Illinois, Dept Chem & Biomol Engn, 600 South Mathews Ave, Urbana, IL 61801 USA
Univ Illinois, Dept Phys, 1110 West Green St, Urbana, IL 61801 USAUniv Illinois, Dept Mat Sci & Engn, 1304 West Green St, Urbana, IL 61801 USA
Ferguson, Andrew
[1
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Hachmann, Johannes
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SUNY Buffalo, Dept Chem & Biol Engn, Buffalo, NY 14260 USA
New York State Ctr Excellence Mat Informat, Buffalo, NY 14203 USA
SUNY Buffalo, Computat & Data Enabled Sci & Engn Grad Program, Buffalo, NY 14260 USAUniv Illinois, Dept Mat Sci & Engn, 1304 West Green St, Urbana, IL 61801 USA
Hachmann, Johannes
[4
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机构:
[1] Univ Illinois, Dept Mat Sci & Engn, 1304 West Green St, Urbana, IL 61801 USA
[2] Univ Illinois, Dept Chem & Biomol Engn, 600 South Mathews Ave, Urbana, IL 61801 USA
[3] Univ Illinois, Dept Phys, 1110 West Green St, Urbana, IL 61801 USA
[4] SUNY Buffalo, Dept Chem & Biol Engn, Buffalo, NY 14260 USA
[5] New York State Ctr Excellence Mat Informat, Buffalo, NY 14203 USA
[6] SUNY Buffalo, Computat & Data Enabled Sci & Engn Grad Program, Buffalo, NY 14260 USA
Guest Editors Andrew Ferguson and Johannes Hachmann introduce this themed collection of papers showcasing the latest research leveraging data science and machine learning approaches to guide the understanding and design of hard, soft, and biological materials with tailored properties, function and behaviour.
机构:
Univ Utah, Dept Chem, Salt Lake City, UT 84112 USAUniv Utah, Dept Chem, Salt Lake City, UT 84112 USA
Clark, Aurora E.
Dral, Pavlo O.
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机构:
Xiamen Univ, Coll Chem & Chem Engn, State Key Lab Phys Chem Solid Surfaces, Fujian Prov Key Lab Theoret & Computat Chem, Xiamen 361005, Fujian, Peoples R China
Xiamen Univ, Innovat Lab Sci & Technol Energy Mat Fujian Prov I, Xiamen 361005, Fujian, Peoples R ChinaUniv Utah, Dept Chem, Salt Lake City, UT 84112 USA
Dral, Pavlo O.
Tamblyn, Isaac
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Univ Ottawa, Dept Phys, Ottawa, ON, Canada
Vector Inst Artificial Intelligence, Toronto, ON M5G 1M1, CanadaUniv Utah, Dept Chem, Salt Lake City, UT 84112 USA
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Shanghai Univ, Mat Genome Inst, Shanghai 200444, Peoples R ChinaShanghai Univ, Mat Genome Inst, Shanghai 200444, Peoples R China
Xu, Pengcheng
Ji, Xiaobo
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Shanghai Univ, Coll Sci, Dept Chem, Shanghai 200444, Peoples R ChinaShanghai Univ, Mat Genome Inst, Shanghai 200444, Peoples R China
Ji, Xiaobo
Li, Minjie
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Shanghai Univ, Coll Sci, Dept Chem, Shanghai 200444, Peoples R ChinaShanghai Univ, Mat Genome Inst, Shanghai 200444, Peoples R China
Li, Minjie
Lu, Wencong
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Shanghai Univ, Mat Genome Inst, Shanghai 200444, Peoples R China
Shanghai Univ, Coll Sci, Dept Chem, Shanghai 200444, Peoples R China
Zhejiang Lab, Hangzhou 311100, Peoples R ChinaShanghai Univ, Mat Genome Inst, Shanghai 200444, Peoples R China
机构:
Lawrence Livermore Natl Lab, Energet Mat Ctr, Explos, Pyrotechn,Propellants, Berkeley, CA 94720 USALawrence Livermore Natl Lab, Energet Mat Ctr, Explos, Pyrotechn,Propellants, Berkeley, CA 94720 USA
Gee, Richard
Lindsey, Rebecca
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Univ Michigan, Dept Chem Engn, Ann Arbor, MI USALawrence Livermore Natl Lab, Energet Mat Ctr, Explos, Pyrotechn,Propellants, Berkeley, CA 94720 USA
机构:
School of Computer Engineering and Science, Shanghai University
Shanghai Engineering Research Center of Intelligent Computing SystemSchool of Computer Engineering and Science, Shanghai University
Yue Liu
Zhengwei Yang
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School of Computer Engineering and Science, Shanghai UniversitySchool of Computer Engineering and Science, Shanghai University
Zhengwei Yang
Xinxin Zou
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School of Computer Engineering and Science, Shanghai UniversitySchool of Computer Engineering and Science, Shanghai University
Xinxin Zou
Shuchang Ma
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School of Computer Engineering and Science, Shanghai UniversitySchool of Computer Engineering and Science, Shanghai University
Shuchang Ma
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Dahui Liu
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Maxim Avdeev
Siqi Shi
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State Key Laboratory of Advanced Special Steel, School of Materials Science and Engineering, Shanghai University
Materials Genome Institute, Shanghai UniversitySchool of Computer Engineering and Science, Shanghai University
机构:
Mem. ASME Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United StatesMem. ASME Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United States
Steuben, J.C.
Geltmacher, A.B.
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Simulations and Imaging Section, Materials Science and Technology Division, U.S. Naval Research Laboratory, Washington,DC,20375, United StatesMem. ASME Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United States
Geltmacher, A.B.
Rodriguez, S.N.
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Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United StatesMem. ASME Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United States
Rodriguez, S.N.
Birnbaum, A.J.
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Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United StatesMem. ASME Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United States
Birnbaum, A.J.
Graber, B.D.
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Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United StatesMem. ASME Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United States
Graber, B.D.
Rawlings, A.K.
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Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United StatesMem. ASME Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United States
Rawlings, A.K.
Iliopoulos, A.P.
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Mem. ASME Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United StatesMem. ASME Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United States
Iliopoulos, A.P.
Michopoulos, J.G.
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Fellow ASME Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United StatesMem. ASME Computational Multiphysics Systems Laboratory, U.S. Naval Research Laboratory, Washington,DC,20375, United States
机构:
Shanghai Univ, Sch Comp Engn & Sci, Shanghai 200444, Peoples R China
Shanghai Engn Res Ctr Intelligent Comp Syst, Sch Chem, Shanghai 200444, Peoples R ChinaShanghai Univ, Sch Comp Engn & Sci, Shanghai 200444, Peoples R China
Liu, Yue
Yang, Zhengwei
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Shanghai Univ, Sch Comp Engn & Sci, Shanghai 200444, Peoples R ChinaShanghai Univ, Sch Comp Engn & Sci, Shanghai 200444, Peoples R China
Yang, Zhengwei
Zou, Xinxin
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Shanghai Univ, Sch Comp Engn & Sci, Shanghai 200444, Peoples R ChinaShanghai Univ, Sch Comp Engn & Sci, Shanghai 200444, Peoples R China
Zou, Xinxin
Ma, Shuchang
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Shanghai Univ, Sch Comp Engn & Sci, Shanghai 200444, Peoples R ChinaShanghai Univ, Sch Comp Engn & Sci, Shanghai 200444, Peoples R China
Ma, Shuchang
Liu, Dahui
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Shanghai Univ, Sch Comp Engn & Sci, Shanghai 200444, Peoples R ChinaShanghai Univ, Sch Comp Engn & Sci, Shanghai 200444, Peoples R China
Liu, Dahui
Avdeev, Maxim
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Australian Nucl Sci & Technol Org, Sydney 2232, Australia
Univ Sydney, Sch Chem, Sydney 2006, AustraliaShanghai Univ, Sch Comp Engn & Sci, Shanghai 200444, Peoples R China
Avdeev, Maxim
Shi, Siqi
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Shanghai Univ, Sch Mat Sci & Engn, State Key Lab Adv Special Steel, Shanghai 200444, Peoples R China
Shanghai Univ, Mat Genome Inst, Shanghai 200444, Peoples R ChinaShanghai Univ, Sch Comp Engn & Sci, Shanghai 200444, Peoples R China