Machine-Learning Assisted Structure Determination of Metallic Nanoparticles: A Benchmark

Yuewei Lin, M. Topsakal, J. Timoshenko, D. Lu, Shinjae Yoo, A. Frenkel
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引用次数: 1

Abstract

Yuewei Lin∗,¶, Mehmet Topsakal∗,†, Janis Timoshenko‡, Deyu Lu†, Shinjae Yoo∗ and Anatoly I. Frenkel‡,§ ∗Computational Science Initiative, Brookhaven National Laboratory, Upton, NY 11973, USA †Center for Functional Nanomaterials, Brookhaven National Laboratory, Upton, NY 11973, USA ‡Department of Materials Science and Chemical Engineering, Stony Brook University, NY 11790, USA §Division of Chemistry, Brookhaven National Laboratory, Upton, NY 11973, USA ¶ywlin@bnl.gov
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机器学习辅助金属纳米颗粒结构测定:一个基准
林跃伟∗,¶,Mehmet Topsakal∗,†,Janis Timoshenko‡,Deyu Lu†,Shinjae Yoo∗和Anatoly I. Frenkel‡,§∗计算科学倡议,布鲁克海文国家实验室,Upton, NY 11973, USA†布鲁克海文国家实验室,布鲁克海文国家实验室,Upton, NY 11973, USA功能纳米材料中心‡石溪大学材料科学与化学工程系,NY 11790, USA化学学部,Brookhaven国家实验室,Upton, NY 11973, USA¶ywlin@bnl.gov
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Materials Informatics and Data System for Polymer Nanocomposites Analysis and Design FRONT MATTER BACK MATTER BACK MATTER Machine-Learning Assisted Structure Determination of Metallic Nanoparticles: A Benchmark
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