Oral Session

A. New Materials Methodology for Next-Generation » [A-1] STAM Methods: Leading-Edge Methods for New Materials

[A1-O3] Slot 03

2021年12月14日(火) 09:00 〜 11:00 Room J (G302)

Chair: Ryo Tamura (National Institute for Materials Science), Yuhki Tsukada (Nagoya University)

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09:00 〜 09:20

[A1-O3-01 (Symposium Invited)] XERUS: Towards an open-source python wrapper for quick identification of XRD phases and refinement automation.

*Pedro Baptista de Castro^1,2, Kensei Terashima¹, Hiroyuki Takeya¹, Yoshihiko Takano^1,2 (1. National Inst. for Materials Science (Japan), 2. Univ. of Tsukuba (Japan))

09:20 〜 09:40

[A1-O3-02] Automatic extraction of materials and properties from superconductors scientific literature

*Luca Foppiano¹, Pedro Baptista de Castro¹, Kensei Terashima¹, Yoshihiko Takano¹, Ishii Masashi¹ (1. National Inst. for Materials Science (Japan))

09:40 〜 10:00

[A1-O3-03 (Symposium Invited)] Machine-learning-aided exploration of magnetocaloric materials

*Kensei Terashima¹, Pedro Baptista de Castro^1,2, Takafumi D Yamamoto¹, Zhufeng Hou³, Hiroyuki Takeya¹, Yoshihiko Takano^1,2 (1. National Inst. for Materials Science (Japan), 2. Univ. of Tsukuba (Japan), 3. Chinese Academy of Sci. (Japan))

10:00 〜 10:20

[A1-O3-04] Construction of material dictionary database for extracting the extensive amount of training data for Materials informatics

*Akira Suzuki¹, Masashi Ishii¹ (1. National Institute for Materials Science (Japan))

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10:20 〜 10:40

[A1-O3-05] Autonomous and multi-objective Bayesian-optimal generation of novel small molecules and polymers with targeted properties

*Guillaume Lambard¹ (1. National Institute for Materials Science (Japan))

10:40 〜 11:00

[A1-O3-06] Structure-property Relationship of Porous Polymers Investigated by Materials Informatics

*Sadaki Samitsu¹ (1. National Inst. for Materials Sci. (Japan))

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