The 85th JSAP Autumn Meeting 2024
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Session Details

Oral presentation23 Joint Session N "Informatics" : 23.1 Joint Session N "Informatics"

[18a-A21-1~11]23.1 Joint Session N "Informatics"

Wed. Sep 18, 2024 9:00 AM - 12:00 PM JST
Wed. Sep 18, 2024 12:00 AM - 3:00 AM UTC
A21 (TOKI MESSE 2F)
Kiyou Shibata(the University of Tokyo), Takuya Shibayama(Preferred Networks)
9:00 AM - 9:15 AM JST(12:00 AM - 12:15 AM UTC)

[18a-A21-1]Verification of Material Exploration Method Utilizing Quantum-Inspired Technologies

〇Kazuhiro Hashiguchi1, Akito Maruo1, Shinji Iwane1, Hideyuki Jippo1, Yoshinori Suga2 (1.Fujitsu Ltd., 2.Toyota Motor Corp.)
Comment()
9:15 AM - 9:30 AM JST(12:15 AM - 12:30 AM UTC)

[18a-A21-2]Modeling and Optimization of Materials Property in Binary Latent Space

〇Masahiko Ishida1 (1.NEC Corp.)
Comment()
9:30 AM - 9:45 AM JST(12:30 AM - 12:45 AM UTC)

[18a-A21-3]Geometric concept learning of crystal structures

〇Keisuke Ozawa1, Teppei Suzuki1, Shunsuke Tonogai2, Tomoya Itakura2 (1.DENSO IT Lab., 2.DENSO CORP.)
Comment()
9:45 AM - 10:00 AM JST(12:45 AM - 1:00 AM UTC)

[18a-A21-4]Crystal structure generation based on polyhedra by graph theory

〇Tomoyasu Yokoyama1, Kazuhide Ichikawa1, Hisashi Naito2 (1.Panasonic Holdings Corp., 2.Nagoya Univ.)
Comment()
10:00 AM - 10:15 AM JST(1:00 AM - 1:15 AM UTC)

[18a-A21-5]Study of a Graph Neural Network Using Isolated Atom Electronic Structures as Descriptors

〇Kiyou Shibata1, Teruyasu Mizoguchi1 (1.The Univ. of Tokyo)
Comment()
10:15 AM - 10:30 AM JST(1:15 AM - 1:30 AM UTC)

[18a-A21-6]Global mapping of thermoelectric material properties using crystal graph

〇Yusuke Hashimoto1, Xue Jia2, Hao Li2, Takaaki Tomai1 (1.FRIS Tohoku Univ., 2.AIMR Tohoku Univ.)
Comment()
10:45 AM - 11:00 AM JST(1:45 AM - 2:00 AM UTC)

[18a-A21-7]Investigation of Training Dataset for Reproducing Ni/Ge interfaces
in a Graph Neural Network Potential

〇(M1)Machika Naito1, Yusuke Nishimura1, Takanobu Watanabe1 (1.Waseda Univ.)
Comment()
11:00 AM - 11:15 AM JST(2:00 AM - 2:15 AM UTC)

[18a-A21-8]Investigation of effective dataset required to construct graph neural network potential for SiO2/Si interface

〇(M1)Kotaro Takematsu1, Kentaro Hirai1, Yusuke Nishimura1, Takanobu Watanabe1 (1.Waseda Univ.)
Comment()
11:15 AM - 11:30 AM JST(2:15 AM - 2:30 AM UTC)

[18a-A21-9]Thermal Boundary Resistance between Interconnect Unitary Metals for Beyond 2nm Logic Nodes and SiO2 Dielectric: Molecular Dynamics Calculation based on Neural Network Potential

〇Shuichiro Hashimoto1, Yusuke Nishimura2, Takanobu Watanabe1,2 (1.Wasda Univ. SEES, 2.Waseda Univ. FSE)
Comment()
11:30 AM - 11:45 AM JST(2:30 AM - 2:45 AM UTC)

[18a-A21-10]Crystal Structure Prediction Using Universal Neural Network Potential PFP

〇Takuya Shibayama1, Kohei Shinohara1, Hideaki Imamura1, Katsuhiko Nishimra1, So Takamoto1, Chikashi Shinagawa1 (1.PFN)
Comment()
11:45 AM - 12:00 PM JST(2:45 AM - 3:00 AM UTC)

[18a-A21-11]Support for all stable elements and improved robustness of universal neural network potential PFP

〇So Takamoto1, Chikashi Shinagawa1 (1.PFN)
Comment()
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