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論文・分野から探す

機構に所属する研究者の発表した論文を、タイトル・抄録・分野などから検索することができます。論文の分野はクラリベイト社のESI分類を参考に分類しています(Materials Science, Physics, Chemistry, Engineering, Biologyなど)。

最終更新日: 2026年04月12日

    108件の論文が見つかりました。論文は出版年月日順に表示しています。(ヘルプ)
  • Michiko Yoshitake, Fumitaka Sato, Hiroyuki Kawano, Hiroshi Teraoka. MaterialBERT for natural language processing of materials science texts. Science and Technology of Advanced Materials: Methods. 2 [1] (2022) 372-380 10.1080/27660400.2022.2124831 Open Access
  • Masaya Kumagai, Yuki Ando, Atsumi Tanaka, Koji Tsuda, Yukari Katsura, Ken Kurosaki. Effects of data bias on machine-learning–based material discovery using experimental property data. Science and Technology of Advanced Materials: Methods. 2 [1] (2022) 302-309 10.1080/27660400.2022.2109447 Open Access
  • Yoyo Hinuma, Yukari Katsura. Categorization of inorganic crystal structures by Delaunay tetrahedralization. Science and Technology of Advanced Materials: Methods. 2 [1] (2022) 75-83 10.1080/27660400.2022.2059336 Open Access
  • Satoshi Minamoto, Susumu Tsukamoto, Tadashi Kasuya, Makoto Watanabe, Masahiko Demura. Prediction of continuous cooling transformation diagram for weld heat affected zone by machine learning. Science and Technology of Advanced Materials: Methods. 2 [1] (2022) 402-415 10.1080/27660400.2022.2123262 Open Access
  • Koki Obinata, Tomofumi Nakayama, Atsushi Ishikawa, Keitaro Sodeyama, Kenji Nagata, Yasuhiko Igarashi, Masato Okada. Data integration for multiple alkali metals in predicting coordination energies based on Bayesian inference. Science and Technology of Advanced Materials: Methods. 2 [1] (2022) 355-364 10.1080/27660400.2022.2108353 Open Access
  • Ryo Tamura, Masato Sumita, Kei Terayama, Koji Tsuda, Fujio Izumi, Yoshitaka Matsushita. Automatic Rietveld refinement by robotic process automation with RIETAN-FP. Science and Technology of Advanced Materials: Methods. 2 [1] (2022) 435-444 10.1080/27660400.2022.2146470 Open Access
  • Ta-Te Chen, Ikumu Watanabe. Data-driven estimation of plastic properties in work-hardening model combining power-law and linear hardening using instrumented indentation test. Science and Technology of Advanced Materials: Methods. 2 [1] (2022) 416-424 10.1080/27660400.2022.2129508 Open Access
  • Asako Yoshinari, Yuma Iwasaki, Masato Kotsugi, Shunsuke Sato, Naoka Nagamura. Skill-Agnostic analysis of reflection high-energy electron diffraction patterns for Si(111) surface superstructures using machine learning. Science and Technology of Advanced Materials: Methods. 2 [1] (2022) 162-174 10.1080/27660400.2022.2079942 Open Access
  • Y. Mototake, K. Ito, M. Demura. Quantitative prediction of fracture toughness (KIc) of polymer by fractography using deep neural networks. Science and Technology of Advanced Materials: Methods. 2 [1] (2022) 310-321 10.1080/27660400.2022.2107883 Open Access
  • Yuma Iwasaki, Hwang Jaekyun, Yuya Sakuraba, Masato Kotsugi, Yasuhiko Igarashi. Efficient autonomous material search method combining ab initio calculations, autoencoder, and multi-objective Bayesian optimization. Science and Technology of Advanced Materials: Methods. 2 [1] (2022) 365-371 10.1080/27660400.2022.2123263 Open Access
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