The 40th Annual Conference of the Japanese Society for Artificial Intelligence, 2026
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Session Details

Organized SessionOrganized session : OS-9

[3H2-OS-9b]OS-9

Wed. Jun 10, 2026 11:00 AM - 12:30 PM JST
Wed. Jun 10, 2026 2:00 AM - 3:30 AM UTC
Room H(Middle room 202B)
オーガナイザ：松原 崇（北海道大学），武石 直也（東京大学），赤嶺 政仁（東京大学），池田 正弘（大阪大学），岸田 昌子（筑波大学），谷口 隆晴（神戸大学）
11:00 AM - 11:15 AM JST(2:00 AM - 2:15 AM UTC)

[3H2-OS-9b-01]Dynamical systems analysis of reservoir computing based on generalized synchronization

〇Akane Ohkubo1, Masanobu Inubushi1,2 (1. Tokyo University of Science, 2. The University of Osaka)
11:15 AM - 11:30 AM JST(2:15 AM - 2:30 AM UTC)

[3H2-OS-9b-02]Boundary-Identified WFR Gradient Flows for Spiking Neural Inference

〇Akito Okamoto1, Mahito Sugiyama2 (1. Doshisha University, 2. National institute of Informatics)
11:30 AM - 11:45 AM JST(2:30 AM - 2:45 AM UTC)

[3H2-OS-9b-03]Improving Computational Efficiency of Physics-Informed Neural Networks Using Grid Coordinate Encoding

〇Tetsuro Tsuchino1,2, Motoki Shiga3,4 (1. International Center for Synchrotron Radiation Innovation Smart, Tohoku University, 2. Graduate School of Engineering, Gifu University, 3. Unprecedented-scale Data Analytics Center, Tohoku University, 4. NIMS)
11:45 AM - 12:00 PM JST(2:45 AM - 3:00 AM UTC)

[3H2-OS-9b-04]System Identification of Elastic Bodies Using PINNs

〇Wataru Saiki1, Asuka Nakamura2, Takashi Matsubara1,3 (1. Hokkaido University, 2. Center for Emergent Matter Science, RIKEN, 3. RIKEN-AIP)
12:00 PM - 12:15 PM JST(3:00 AM - 3:15 AM UTC)

[3H2-OS-9b-05]PINN-Based Surrogate Modeling and Optimization of Heating Parameters for Ceramic Firing Process

〇Yoshifumi Kitagawa1, Shota Kato1, Manabu Kano1 (1. Kyoto University)
12:15 PM - 12:30 PM JST(3:15 AM - 3:30 AM UTC)

[3H2-OS-9b-06]A General Optimal Control Algorithm for Rigid-Link Open-Chain Systems Using PINNs Based on Pontryagin's Maximum Principle

〇Tomohisa Koga1, Makoto Iwamura1 (1. Fukuoka University)
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