[3C01-05] Data-Driven Surface Science | JVSS 2026

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[3C01-05]Data-Driven Surface Science

Thu. Sep 17, 2026 9:00 AM - 11:45 AM JST
Thu. Sep 17, 2026 12:00 AM - 2:45 AM UTC

C: Conference room A (3F)

Chair:Yasunobu Ando

Recent Advance in data-driven modelings, experiments, and analysis

9:00 AM - 9:30 AM JST(12:00 AM - 12:30 AM UTC)

[3C01【依頼講演】]Recent progress of statisital peak fitting via EM algorithm: rust acceleration with AI coding

*Yasunobu Ando¹ (1. Institute of Science Tokyo (Japan))

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9:30 AM - 10:00 AM JST(12:30 AM - 1:00 AM UTC)

[3C02【依頼講演】]Robotics- and machine-learning-driven materials exploration with the PIONEER system at NanoTerasu BL08U

*Keita Hiromori¹, Masashige Miyamoto¹, Masafumi Horio¹, Masahito Niibe¹, Takeru Nakashima², Yasunobu Ando², Masato Kotsugi³, Hirokazu Fukidome⁴, Takahiro Kondo⁵, Iwao Matsuda¹ (1. The Institute for Solid State Physics, The University of Tokyo (Japan), 2. Institute of Science Tokyo (Japan), 3. Tokyo University of Science (Japan), 4. Tohoku University (Jersey), 5. University of Tsukuba (Japan))

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10:00 AM - 10:30 AM JST(1:00 AM - 1:30 AM UTC)

[3C03【依頼講演】]Automated design of two-dimensional magnetic thin film patterns for magnonics applications using an agentic design approach

*Ryunosuke Nagaoka¹, Masato Kotsugi¹ (1. Tokyo University of Science (Japan))

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10:30 AM - 10:45 AM JST(1:30 AM - 1:45 AM UTC)

Break time

10:45 AM - 11:15 AM JST(1:45 AM - 2:15 AM UTC)

[3C04【依頼講演】]Development and applications of charge-aware machine-learning models to investigate ionic behaviors under electric fields

Anh Khoa Augustin Lu^2,1, *Satoshi Watanabe¹ (1. Department of Materials Engineering, The University of Tokyo (Japan), 2. Research Center for Materials Nanoarchitectonics (MANA), National Institute for Materials Science (NIMS) (Japan))

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11:15 AM - 11:45 AM JST(2:15 AM - 2:45 AM UTC)

[3C05【依頼講演】]Multiscale-simulations on chemical reactions at surfaces and interfaces

Harry Handoko Halim¹, *Yoshitada Morikawa¹ (1. The University of Osaka (Japan))

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