[Date]:2024/10/12~2024/10/14
Integration of machine learning and mathematical modeling, and deepening of its theory Ⅱ|2024a005
CATEGORY:Events
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Overview
- How to hold: Hybrid Meeting (In-person/Zoom)
- Venue: Kuju Kyodo Research Institute, Mountain House
- 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 Ⅱ
- Principal Investigator: Takiko Sasaki(Tohoku University, Department of Mathematical Engineering, Faculty of Engineering Musashino University/Mathematical Institute/ Associate Professor)
- Research Period: October 12, 2024.- October 14, 2024.
- Open to the Public:October 12, 2024.- October 14, 2024.
- Details of the Research Plan: https://joint1.imi.kyushu-u.ac.jp/en_research_chooses/view/2024a005
Program
October 12, 2024.
10:00-11:30
Takiko Sasaki (Musashino University)
Opening remarks and Explanation of the purport (face-to-face)
Session 1:Free discussion (face-to-face)
12:00-14:00
Session 2:Poster presentation (face-to-face)
Weifeng Hong(Musashino University)
Mathematical Study of Self-Assembly and Self-Organization
Hinano Watanabe(Musashino University)
Gradient method and it’s application to MNIST image classification
Miyuu Kanno(Musashino University)
Mathematical demography
Narumi Yagasaki(Musashino University)
Dynamical system of differential equation
Ami Iijima(Musashino University)
Mathematical modeling to calculate the air flow inside an instrument
Kanon Oishi(Musashino University)
Modeling cyclic events using Petri nets and max-plus algebra
Namito Asano(Musashino University)
Lane formation in Vicsek model with bidirectional desired orientation
Aoi Araoka(Musashino University)
Lane formation in Vicsek model with bidirectional desired orientation
Integrable Cellular Automaton over finite fields of order 2n
Yutaro Kumazawa(Musashino University)
TBA
Dingnan Miu(Musashino University)
TBA
14:30-15:05
Session 3:Chair Tatsuki Mori (Musashino University)
Takashi Tsuboi (Tohoku Univ TFC, RIKEN iTHEMS)
The ”homotopy principle” in the first half of AY2024
Hiroyuki Ochiai (Kyushu University)
Special Function
Takeshi Takaishi (Musashino University)
A study on crack growth in mud walls of modern architecture
Tetsuji Tokihiro(Musashino University)
Generalization of Fuzzy Cellular Automaton
Fumitaka Yura(Musashino University)
TBA
Keisuke Matsuya(Musashino University)
Discretization of a system of differential equations preserving stability of its equilibrium point
Takiko Sasaki(Musashino University, Tohoku University)
The Analysis of Junjiro Takakusu’s Diary Using Natural Language Processing
15:20-16:20
Session 4:Chair Tetsuji Tokihiro (Musashino University)
Masao Ono, Hikaru Ishikawa (IHI Corporation,)
Applications of machine learning and mathematical models in traffic flow data analysis: latest research and challenges
16:30-17:30
Session 5:Chair Takeshi Takaishi (Musahino University)
Hiroyuki Higuchi (Fujitsu Limited)
AI technologies evolving from explainable AI to causal discovery AI
October 13, 2024.
9:30-10:30
Session 6
Jiabao Yang(Musashino University)
Stability analysis of linear multistep methods for continuous optimization problems
Soichiro Sato(Musashino University)
Numerical simulation of two-dimensional crack growth in arches
Ryosuke Tsubota (Musashino University)
A Blow-up theorem for discrete semilinear wave equation
Takeshi Nakashima(Musashino University)
Predicting trajectories for two- and three-body problems using Hamiltonian neural networks
Toshiyuki Miyamoto (Musashino University)
Horse racing rating model
Kaito Fujita (Musashino University)
Research and development of a light-emitting sword tip accompanying thrusts
and a device for judging valid thrusts in the foil event of fencing competitions
10:40-11:35
Session 7:Chair:Keisuke Matsuya(Musashino University)
Yuji Shinozaki (Musashino University)
A high-order recombination algorithm for weak approximation of stochastic differential equations
Osamu Saeki(Kyushu University)
Computing Reeb space using multi-dimensional Reeb graph
Nichiro Kawano(Miyazaki University)
On asymptotic behavior of positive radial solutions of semilinear elliptic equations
13:00-14:00
Session 8:Chair Takashi Tsuboi (Tohoku University,
RIKEN iTHEMS)
Yasser Mohammad (NEC CORPORATION, AIST)
Automated Negotiation: A new frontier for AI in business
14:30-17:30
Session 9:Free discussion(face-to-face)
October 14, 2024
9:30-10:30
Session 10:Chair:Fumitaka Yura(Musashino University)
Hiroki Kodama(Musashino University)
A harmonic representation of a square lattice split at one point
Kohei Higashi(Musashino University)
Exact solutions to nonlinear partial differential equations with singular integral terms and their application to traffic flow
10:40-11:35
Session 11:Chair Kohei Higashi(Musashino University)
Tomoki Okamoto(Musashino University)
Numerical simulation of stability of stationary solutions for a phase field model
Tatsuki Mori(Musashino University)
Stability of stationary solutions of a phase-field model with zero total enthalpy
Shoji Yotsutani(Ryukoku University)
All eigenvalues and eigenfunctions of a nonlocal linearized eigenvalue problem
13:00-15:30
Session 11:Free discussion(face-to-face)
15:30-15:40
Takiko Sasaki (Musashino University)
Closing remarks(face-to-face)
Registration
Advance registration is required.
Free participation fee.
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