Date: March 19 (Thu) – March 21 (Sat), 2026
Venue: Science Seminar House (hybrid event: please register here if you would like to attend online)
Address: Kyoto University, Kitashirakawa Oiwake-cho, Sakyo-ku, Kyoto, 606-8502
Day 1
10:00 -- 10:50
Isao Ishikawa (Kyoto University)
Finite-dimensional approximations of push-forward on locally analytic functionals
10:50 -- 11:40
Russell Milne (University of Alberta)
Applied Dynamical Systems in Aquatic Science
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
Zhuo Sun* (Shanghai University of Finance and Economics)
Multilevel Control Functional
17:00 -- 17:50
Sibo Cheng* (ENPC, aInstitut Polytechnique de Paris)
Integrating data assimilation and machine learning for sparse observational data
Day 2
10:00 -- 10:50
Yuanchao Xu (Kyoto University)
Generative Modeling through Koopman Spectral Analysis: An Operator-Theoretic Perspective
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
Masahiro Fujisawa (The University of Osaka)
Mathematical Foundations of Trustworthiness: Generalization Theory of Calibration and Robust LLM Alignment
12:30 -- 14:10
Lunch break
14:10 -- 15:00
Sofiia Huraka* (University of Alberta)
Structure-preserving learning and prediction in optimal control of collective motion
15:00 -- 15:50
Itsushi Sakata (RIKEN)
Koopman Spectral Analysis of Nonlinear Dynamics via Pseudoeigenfunctions of the Continuous Spectrum
15:50 -- 16:10
Short break
16:10 -- 17:00
Narumi Fujii (Institute of Science Tokyo)
Delay-Induced Higher-Order Effects in Networks of Kuramoto-type Oscillators
17:00 -- 17:50
Jordon Patracone* (Inria / 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 -- 13:20
Lunch break
13:20 -- 14:10
Xiaoge Bao (Institut d'Investigacions Biomèdiques August Pi i Sunyer)
Quantifying Transient Dynamics in Heterogeneous Networks under Various Inputs
14:10 -- 15:00
Arman Behrad (Technische Universität Dresden)
The geometry of thought: mapping brain states through dynamic similarity analysis
15:00 -- 15:50
Jinqiao Duan* (Great Bay University)
Nonlocal Kramers-Moyal Inference: Bridging Machine Learning and Stochastic Dynamical Systems
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 CREST Grant Number JPMJCR24Q and JPMJCR24Q6, and JSPS KAKENHI Grant Number JP24K21316