scholarly journals Probabilistic learning of nonlinear dynamical systems using sequential Monte Carlo

2018 ◽  
Vol 104 ◽  
pp. 866-883 ◽  
Author(s):  
Thomas B. Schön ◽  
Andreas Svensson ◽  
Lawrence Murray ◽  
Fredrik Lindsten
Keyword(s):  
Monte Carlo ◽  
Dynamical Systems ◽  
Sequential Monte Carlo ◽  
Nonlinear Dynamical Systems ◽  
Probabilistic Learning ◽  
Nonlinear Dynamical

Bayesian reconstructions and predictions of nonlinear dynamical systems via the hybrid Monte Carlo scheme

2005 ◽  
Vol 85 (1) ◽  
pp. 129-145 ◽  
Author(s):  
Yohei Nakada ◽  
Takashi Matsumoto ◽  
Takayuki Kurihara ◽  
Kuniaki Yosui
Keyword(s):  
Monte Carlo ◽  
Dynamical Systems ◽  
Nonlinear Dynamical Systems ◽  
Hybrid Monte Carlo ◽  
Nonlinear Dynamical
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