34th IUPAP Conference on Computational Physics(CCP2023)

講演情報

Contributed talks (Machine learning/Quantum computing)

Machine learning, data science, and quantum computing

Parallel session 1

2023年8月6日(日) 13:40 〜 15:20 301 (Room 2) (3F)

Chair: Nobuyasu Ito (RIKEN R-CCS)

14:00 〜 14:20

[C06-1-02] (Online) Data-driven Estimation of Nonlinear Dynamical Systems by Replica Exchange Particle Markov Chain Monte Carlo Method

*Toshiaki Omori1, Hiroaki Inoue1, Koji Hukushima2 (1. Kobe University (Japan), 2. The University of Tokyo (Japan))

On-demand video

キーワード:Statistical machine learning, Nonlinear state space model, Data-driven method, Nonlinear dynamics, Sequential Monte Carlo method, Particle Markov chain Monte Carlo method, Replica exchange method

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