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检索条件"主题词=Materials data analysis and utilization"
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Direct feature extraction from two-dimensional X-ray diffraction images of semiconductor thin films for fabrication analysis
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SCIENCE AND TECHNOLOGY OF ADVANCED materials-METHODS 2022年 第1期2卷 23-37页
作者: Yamashita, Akihiro Nagata, Takahiro Yagyu, Shinjiro Asahi, Toru Chikyow, Toyohiro Waseda Univ Dept Adv Sci & Engn Tokyo Japan Natl Inst Mat Sci Res & Serv Div Mat Data & Integrated Syst Tsukuba Japan Natl Inst Mat Sci Res Ctr Funct Mat 1-1 Namiki Tsukuba 3050044 Japan
We built a workflow for the fabrication analysis of thin films by applying machine-learning (ML) techniques directly to the measurement data. This will lower the problem in cost of synthesizing and analyzing samples t... 详细信息
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Prediction of the coefficient of linear thermal expansion for the amorphous homopolymers based on chemical structure using machine learning
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SCIENCE AND TECHNOLOGY OF ADVANCED materials-METHODS 2021年 第1期1卷 213-224页
作者: Gracheva, Ekaterina Lambard, Guillaume Samitsu, Sadaki Sodeyama, Keitaro Nakata, Ayako Univ Tsukuba Syst & Informat Engn 1-1-1 Tennodai Tsukuba Ibaraki 3058577 Japan Natl Inst Mat Sci Int Ctr Mat Nanoarchitecton WPI MANA Ibaraki Japan Natl Inst Mat Sci Res & Serv Div Mat Data & Integrated Syst MADIS Ibaraki Japan Univ Tsukuba Grad Sch Sci & Technol Ibaraki Japan
The coefficient of thermal expansion (CTE) is an industrially crucial macroscopic property of polymers. Yet, there is no structure-based model expressing it with sufficient accuracy. In this work, we present two data-... 详细信息
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