29 citations · 63 across the 6 of their papers we have counts for
6 papers
A master-slave coupling scheme for synchronization and parameter estimation in the generalized Kuramoto-Sivashinsky equation
Joaquin Miguez, Harold Molina-Bulla, Inés P. Mariño
The problem of estimating the constant parameters of the Kuramoto-Sivashinsky (KS) equation from observed data has received attention from researchers in physics, applied mathemati…
A probabilistic scheme for joint parameter estimation and state prediction in complex dynamical systems
Sara Pérez-Vieites, Inés P. Mariño, Joaquín Míguez
Many problems in the geophysical sciences demand the ability to calibrate the parameters and predict the time evolution of complex dynamical models using sequentially-collected dat…
Multiplex decomposition of non-Markovian dynamics and the hidden layer reconstruction problem
Lucas Lacasa, Inés P. Mariño, Joaquín Miguez +5
Elements composing complex systems usually interact in several different ways and as such the interaction architecture is well modelled by a multiplex network. However often this a…
Analysis of a nonlinear importance sampling scheme for Bayesian parameter estimation in state-space models
Joaquin Miguez, Ines P. Mariño, Manuel A. Vazquez
The Bayesian estimation of the unknown parameters of state-space (dynamical) systems has received considerable attention over the past decade, with a handful of powerful algorithms…
An iterative importance sampler for Bayesian parameter estimation in stochastic models of multicellular clocks
Inés P. Mariño, Joaquin Miguez, Alexey Zaikin
We investigate a stochastic version of the synthetic multicellular clock model proposed by Garcia-Ojalvo, Elowitz and Strogatz. By introducing dynamical noise in the model and assu…
Transition to Chaotic Phase Synchronization through Random Phase Jumps
D. Pazo, I. P. Marino, V. Perez-Munuzuri +1
Phase synchronization is shown to occur between opposite cells of a ring consisting of chaotic Lorenz oscillators coupled unidirectionally through driving. As the coupling strength…