[A5-O101] Oral 101

2023年12月11日(月) 13:30 〜 16:00 Session 2 (Room C-2)

Chair: Hiori Kino (NIMS), Milica Todorović (University of Turku), Tetsuya Fukushima (AIST)

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13:30 〜 13:50

[A5-O101-01 (Symposium Invited)] Universal neural network potential applicable to arbitrary combination of 72 elements

*So Takamoto¹ (1. Preferred Networks, Inc. (Japan))

13:50 〜 14:10

[A5-O101-02 (Symposium Invited)] On-the-fly machine learning potential and applications to energy materials

*Ryoji Asahi¹ (1. Nagoya Univ. (Japan))

14:10 〜 14:30

[A5-O101-03 (Symposium Invited)] Ab Initio Thermodynamic Sampling of Millions of Configurations in Many-Component Oxides Accelerated by Machine Learning

*Shusuke Kasamatsu¹, Tatsumi Aoyama², Yuichi Motoyama², Kazuyoshi Yoshimi², Akihide Kuwabara³, Takafumi Ogawa³, Junji Hyodo⁴, Yoshihiro Yamazaki⁴ (1. Yamagata Univ. (Japan), 2. Univ. of Tokyo (Japan), 3. Japan Fine Ceramics Center (Japan), 4. Kyushu Univ. (Japan))

14:30 〜 14:45

[A5-O101-04] A Neural Network Simulation Method to Investigate Ion Behavior under External Electric Fields: Applications to Crystalline and Amorphous Li₃PO₄

*Koji Shimizu¹, Ryuji Otsuka¹, Satoshi Watanabe¹ (1. UTokyo (Japan))

14:45 〜 15:00

[A5-O101-05] Stability and Equilibrium Structures of Unknown Ternary Metal Oxides Explored Using Machine-Learned Potentials

*Seungwoo Hwang¹, Jisu Jung¹, Changho Hong¹, Wonseok Jeong¹, Sungwoo Kang¹, Seungwu Han¹ (1. Seuol National Univ (Korea))

15:00 〜 15:15

[A5-O101-06] Constructing Reactive Neural Network Potentials for Simulating TiN Atomic Layer Deposition

*Hyungmin An¹, Jisu Jung¹, Jisu Kim¹, Jaesun Kim¹, Seungwu Han¹ (1. Seoul National Univ. (Korea))

Break (15:15 〜 15:25)

15:25 〜 15:45

[A5-O101-07 (Symposium Invited)] Process informatics of experimental functional polymer research accelerated by deep learning

*Kan Hatakeyama¹ (1. Tokyo Inst. Tech. (Japan))

15:45 〜 16:00

[A5-O101-08] Using The Question Answering Method To Extract Information From Materials Science Literature

*Matilda Sipilä¹, Farrokh Mehryary¹, Jouni Luoma¹, Filip Ginter¹, Sampo Pyysalo¹, Milica Todorovic¹ (1. Univ. of Turku (Finland))

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