Date: March 19 (Thu) – March 21 (Sat), 2026
Venue: Science Seminar House (hybrid event)
Address: Kyoto University, Kitashirakawa Oiwake-cho, Sakyo-ku, Kyoto, 606-8502
Program (tentative and will be changed)
Each slot: 35--40 min talk + 5--10 min Q&A
* = Online talk
Day 1
10:00 -- 10:50
Isao Ishikawa (Kyoto University)
Finite-dimensional approximations of push-forward on locally analytic functionals
10:50 -- 11:40
Xiaoge Bao (Institut d'Investigacions Biomèdiques August Pi i Sunyer)
Quantifying Transient Dynamics in Heterogeneous Networks under Various Inputs
11:40 -- 12:30
Rauan Kelesbekov (University of Alberta)
Effects of large periodic perturbations on boundary layer
12:30 -- 14:10
Lunch break
14:10 -- 15:00
Yuka Hashimoto (NTT)
Deep Koopman-layered model with universal property based on Toeplitz matrices
15:00 -- 15:50
Sho Sonoda (RIKEN / CyberAgent)
On the optimal depth in deep learning
15:50 -- 16:10
Short break
16:10 -- 17:00
Sofiia Huraka* (University of Alberta)
Structure-preserving learning and prediction in optimal control of collective motion
17:00 -- 17:50
Sibo Cheng* (École des Ponts/EDF Research and Development)
Integrating data assimilation and machine learning for sparse observational data
Day 2
10:00 -- 10:50
Yuanchao Xu (Kyoto University)
TBD
10:50 -- 11:40
Hanru Bai (Fudan University)
The intersection of AI and PDEs: from the discovery of physics engine to the guidance towards generative models
11:40 -- 12:30
Arman Behrad (Technische Universität Dresden)
The geometry of thought: mapping brain states through dynamic similarity analysis
12:30 -- 14:10
Lunch break
14:10 -- 15:00
Masahiro Fujisawa (The University of Osaka)
TBD
15:00 -- 15:50
Zhuo Sun* (Shanghai University of Finance and Economics)
Multilevel Control Functional
15:50 -- 16:10
Short break
16:10 -- 17:00
Itsushi Sakata (RIKEN)
TBD
17:00 -- 17:50
Jordon Patracone* (Université Jean Monnet)
Learning Dynamical Systems from Incomplete Physical Knowledge
Day 3
10:00 -- 10:50
Xiyao Yu (Kyoto University)
Prefrontal oscillatory mechanisms underlying Pre-decision perceptual confidence in primates
10:50 -- 11:40
Kaidi Shao (Chinese Academy of Science)
Peering into Intrinsic Brain Dynamics with the Koopman Operator
11:40 -- 12:30
Narumi Fujii (Institute of Science Tokyo)
Delay-Induced Higher-Order Effects in Networks of Kuramoto-type Oscillators
12:30 -- 14:00
Lunch break
14:00 -- 14:50
Russell Milne (University of Alberta)
Applied Dynamical Systems in Aquatic Science
14:50 -- 15:40
TBD (TBD)
TBD
Organizing Committee:
Isao Ishikawa (Kyoto University), Yuanchao Xu (Kyoto University)
Contact: ishikawa.isao.5s@kyoto-u.ac.jp (Isao Ishikawa) & xu.yuanchao.3a@kyoto-u.ac.jp (Yuanchao Xu)
This workshop is supported by JST CREST Grant Number JPMJCR24Q1, titled "Innovation in Interdisciplinary Mathematical Research via Single-Cell Data Science," within the research area "Creation of Mathematical Foundation for Prediction and Control" (Principal Investigator: Yusuke Imoto, Kyoto University).
14:10 -- 14:50
Yuka Hashimoto (NTT)
Deep Koopman-layered model with universal property based on Toeplitz matrices