The 86th JSAP Autumn Meeting 2025
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Poster presentation23 Joint Session N "Informatics" : 23.1 Joint Session N "Informatics"

[8p-P11-1~13]23.1 Joint Session N "Informatics"

Mon. Sep 8, 2025 4:00 PM - 6:00 PM JST
Mon. Sep 8, 2025 7:00 AM - 9:00 AM UTC
P11 (Gymnasium)

[8p-P11-1]Graph Convolutional Network for Predicting Atomic Charges of Various Organic

〇(B)Yugo Homma1, Yu Homma1, Hiroyuki Matsui1 (1.ROEL, Yamagata Univ.)
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[8p-P11-2]Machine Learning of HOMO and LUMO Energies Based on Differences Between Similar Molecules

〇(B)Hiroto Otokozawa1, Ren Sasaki1, Tomoharu Okada1, Yuki Mochizuki1, Hiroyuki Matsui1 (1.ROEL, Yamagata Univ.)
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[8p-P11-3]Machine Learning of Hamiltonian Matrices by Linear Combination of Rotation-Equivariant Matrices for Rapid Quantum Chemistry Calculations

〇(B)Jintaro Endo1, Koki Ozawa1, Hiroyuki Matsui1 (1.ROEL, Yamagata Univ)
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[8p-P11-4]Analysis of Gas Molecule Diffusion Behavior in Titanium-Silica Membranes Using Machine-Learning Molecular Dynamics Simulations

〇Meguru Yamazaki1, Yuta Yoshimoto1, Isshin Gosha2, Taku Fujisawa2, Tomoya Matsuda1,2, Naoki Matsumura1, Yuto Iwasaki1, Atsuki Inoue2, Tomohisa Yoshioka2, Hiroshi Kawaguchi2, Yasufumi Sakai1 (1.Fujitsu Limited, 2.Kobe University)
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[8p-P11-5]Prediction of Formation Energy of Oxygen Defects in SrTiO3 Using Machine-Learning Molecular Dynamics Simulations

〇Kazutaka Nishiguchi1,2, Ryota Yamamoto2, Meguru Yamazaki1, Naoki Matsumura1, Yuta Yoshimoto1, Seiichiro Ten-no2, Yasufumi Sakai1 (1.Fujitsu Ltd., 2.Kobe Univ.)
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[8p-P11-6]Atomic Level Explanation via PFP Descriptors and Shapley Values

〇Bon Cho1 (1.Preferred Computational Chemistry, Inc.)
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[8p-P11-7]Machine Learning for High-Performance GaN-HEMTs: Optimizing amorphous SiN Thin Film Deposition

〇Sotaro Kuribayashi1, Kenji Homma1, Akito Maruo1, Hiroyuki Higuchi1, Hideyuki Jippo1, Atsushi Yamada1, Toshihiro Ohki1 (1.Fujitsu Limited)
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[8p-P11-8]Optimization of Semiconductor Drying Process Using AI-Driven Process Evaluation Metrics

〇Yusuke Kubo1, Yuui Nakano1, Hiromori Murashima1, Shogo Kunieda1, Yuta Sasaki1, Yosuke Hanawa1 (1.SCREEN Holdings Co., Ltd.)
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[8p-P11-9]Process Informatics of Ion Beam Irradiated Semiconductor Nanostructures Visualized by Persistent Homology

〇Kazuhiro Hashiride1, Rei Miyata1, Noriko Nitta1, Naoto Oishi2, Ippei Obayashi3 (1.Kochi Univ. Tech., 2.NIT, Kochi College, 3.Okayama Univ.)
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[8p-P11-10]Image Analysis of Polarized Light Microscopy Using Convolutional Neural Networks

〇Hirotaka Manaka1, Honda Soichiro1, Yoko Miura2 (1.Kagoshima Univ., 2.NIT, Suzuka College)
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[8p-P11-11]Materials Development with LLM (III): Extraction of Materials Data from Scientific Articles

〇Hiroyuki Oka1, Masashi Ishii1 (1.NIMS)
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[8p-P11-12]Extraction of Growth Layer Structures from Research Papers Using a Local LLM

〇JINKWAN KWOEN1 (1.NanoQuine, Univ. Tokyo)
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[8p-P11-13]Developing a Support System for Materials Scientists through LLM–Simulator Synergy

Jun Jin Choong1, 〇Keisuke Ozawa1, Katsuhiko Ishiguro1, Toshinori Miyoshi1, Yoshihisa Ijiri1, Masahiko Demura2, Satoshi Minamoto2, Takuya Kadohira2 (1.SB Intuitions, 2.NIMS)
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