2nd Workshop on Learning Dynamical System (WLDS2)

Япония

This page is for online registration only. 2nd Workshop on Learning Dynamical System (WLDS2) Venue: Hybrid: Online and Open Space at the RIKEN Nihonbashi Office Date and Time: All times in Japan Standard Time (JST) November 25, 2026, 10:00-18:10 November 26, 2026, 10:00-18:10 November 27, 2026, 10:00-12:20 For further details and information on on-site participation, please visit the following workshop website. https://wlds-2-workshop.ishikawa-isao-5s.chatgpt.site/ The event is organized by Mathematical Science Team, Dynamical Systems Learning Team, and High-Dimensional Structure Theory Team, RIKEN AIP Center and co-organized by: JST CREST: Nonlinear, dissipative, and random dynamics based on deterministic governing equations Principal investigator: Aiko Yakeno (Tohoku University) Grant number: JPMJCR24Q6 JST ARiSE: AI for Mathematics and Physics JST CREST: Innovation in Interdisciplinary Mathematical Research via Single-Cell Data Science Principal investigator: Yusuke Imoto (Kyoto University) Grant number: JPMJCR24Q1 Program Day 1 November 25 · Wednesday Topology and model reduction 10:00-10:40 Riccardo Muolo (RIKEN) Title: Dynamics beyond nodes: from topology to synchronization patterns in higher-order networks 10:40-10:50 Coffee break 10:50-11:30 Ying Wang (Fudan University) Title: Entropy and topological conditional entropy in dynamical systems 11:30-11:40 Coffee break 11:40-12:20 Koichiro Yawata (Hitachi, Ltd.) Title: Data-driven reduction of rhythmic dynamics through phase autoencoder 12:20-14:00 Lunch Dynamics of Learning 14:00-14:40 Bingze Lu (National Chung Cheng University) Title: How numerical integrators shape learned dynamics in neural ODEs 14:40-14:50 Coffee break 14:50-15:30 Xuejin Zhang (Jilin University) Title: From nonlinear dynamical systems to neural network training: dynamics tracking via polynomials of unitary operators 15:30-15:40 Coffee break 15:40-16:20 Guillaume Braun (RIKEN) Title: Overfitting of spectral gradient descen

• Дата начала:25.11.2026 01:00
• Дата завершения:27.11.2026 03:20