[Date]:2025/10/11～2025/10/13

Integration of machine learning and mathematical modeling, and deepening of its theory Ⅲ｜2025a043

Overview

• How to hold: Hybrid Meeting (In-person/Zoom)
• Venue: IMI Auditorium (W1-D-413), West Zone 1, Ito campus, Kyushu University
• Main language: Japanese
• Type/Category: Grant for General Research-Workshop（Ⅱ）
• Title of Research Project:Integration of machine learning and mathematical modeling, and deepening of its theory Ⅲ
• Principal Investigator: Takiko Sasaki（Department of Mathematical Engineering, Faculty of Engineering, Musashino University/ Associate Professor）
• Research Period: October 11, 2025.- October 13, 2025.
• Open to the Public:October 11, 2025.- October 13, 2025.
• Details of the Research Plan: https://joint2.imi.kyushu-u.ac.jp/en_research_chooses/view/2025a043

Program

October 11, 2025.

10:25-10:30

Takiko Sasaki (Musashino University)

Opening remarks and Explanation of the purpose.

Session 1：10:30-11:10

10:30-10:50

Takeshi Takaishi（Musashino University）

Sieving with constrained neural networks

10:50-11:10

Aya Higuchi（Musashino University）

The Formation of the Milky Way and Solar System: Insights from Observations and Mathematical Analysis

Break

Session 2：11:20-12:00

11:20-11:40

Tatsuki Mori（Musashino University）

Forecasting hotel room reservations using two-dimensional time series data

11:40-12:00

Kohei Higashi（Musashino University）

TBA

Lunch

Session 3：13:30-15:00

13:30-15:00

Yasunori Akagi（Human Informatics Laboratories, NTT, Inc. ）

Analytically Tractable Models for Decision Making under Present Bias
Break

Session 4：15:30-17:00

15:30-17:00 　

Kazutoshi Shinoda（Human Informatics Laboratories, NTT, Inc.）

Do Large Language Models Have Theory of Mind?

October 12, 2025.

Session 5：10:00-10:45

Tomoki Okamoto（Musashino University）

Eigenvalues and eigenfunctions of asymmetric stationary solutions for a 1D phase field model

Namito Asano（Musashino University）

Behavior of self-propelled particles with desired orientations

Yuki Kimura (Musashino University)

Modi ed model integrating intracellular processes and cell{substrate adhe-sions in mechanosensitive migration

Break

Session 6：11:00-12:00

11:00-11:20

Tohru Tsujikawa（Meiji University）

Bifurcation structure of stationary solutions of spatially inhomogeneous reaction-diffusion equation

11:20-11:40

Shoji Yotsutani（Ryukoku University）

Exact representation formulas of bifurcation diagrams for some MEMS type models

11:40-12:00

Yuji Shinozaki（Hitotsubashi University）

Recent Challenges in Stochastic Numerical Methods

Session 7：12:10-13:10 Poster session（face-to-face only）

Momoko Shirakawa（Musashino University）

Interest Extraction and Optimal Topic Suggestion Based on Conversation
Analysis: Integrating Zero-Shot Learning and Emotion Evaluation

Yuki Tanaka（Musashino University）

Mathematical analysis of group walking

Kosuke Miyamoto（Musashino University）

Response of periodic external forces in plastic bottle oscillator

Sho Yamakawa（Musashino University）

Feature Engineering for Speech Emotion Recognition and Introduction of Word-Level Con dence Measures

Ryoma Fuse（Musashino University）

Numerical simulation of a shadow system for a harmful algal bloom model

Daito Amino (Musashino University)

Phase-Field Modeling of Crack Propagation in Thin Films

Lunch

Session 8：14:00-17:00 Information Exchange Meeting（face-to-face
only）

October 13, 2025.

Session 9：10:00-10:45

Weifeng Hong（Musashino University）

Functional Analysis of Hidden Channels in the Self-Organizing Morphogen-esis Using GNCAmodel

Aoi Araoka（Musashino University）

Integrable Cellular Automaton over nite eld of order power of 2

Seiryu Shimizu（Musashino University）

Pattern formation of generalized Fuzzy Cellular Automaton

Break

Session 10：11:00-11:40

11:00-11:20

Keisuke Matsuya（Musashino University）

Changes in the central manifold due to discretization of a system of ordinary differential equations

11:20-11:40

Jiabao Yang（Musashino University）

TBA

11:40-11:45

Tetsuji Tokihiro（Musashino University）

Closing remarks

Registration

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