Graduate Student Research Achievements Site | Ritsumeikan University

（Last updated : 2026-10-15 03:01:49）

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TANIGAWA Ryuuto

Department / Course Ritsumeikan University Graduate School Graduate School of Science and Engineering Major in Advanced Electrical，Electronic and Computer Systems

Job

Academic background
2026/04～	Master Course Electronic Systems Engineering Major Graduate School of Science and Engineering Ritsumeikan University
2022/04～2026/03	Department of Electronic and Computer Engineering Faculty of Science and Engineering Ritsumeikan University Graduated Bachelor of Engineering
2019/04～2022/03	Hanazono High School Graduated

Academic conference attendance and presentation
2026/10/05	PHOENIX: A Physics-Integrated Mixture-Of-Experts Framework for High-Fidelity Battery SOH Estimation (The 56th IEEE International Conference on Systems, Man, and Cybernetics (SMC 2026))
2026/09/19	Rethinking Physics Equations in Physics-Informed Battery Forecasting with Batch-Level Statistical Validation (The 3rd International Conference on Mechatronics, Robotics and Control Systems (MRCS 2026))
2025/12/20	Multi-level Constraints in PINNs: Theory and Applications to Battery Impedance Modeling (The 13th International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI 2025))
2025/09/20	A hybrid MLP-Attention physics-informed neural network for robust SOH estimation of lithium-ion batteries (The 15th International Conference on Advanced Mechatronic Systems (ICAMechS 2025))

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Academic awards you received
2026/09/19	Best Paper Award (Rethinking Physics Equations in Physics-Informed Battery Forecasting with Batch-Level Statistical Validation)
2025/09/21	Best Student Paper Award (A hybrid MLP-Attention physics-informed neural network for robust SOH estimation of lithium-ion batteries)