26 citations · 48 across the 3 of their papers we have counts for
3 papers
physics.comp-ph2011★ 22 cited
Data Assimilation using a GPU Accelerated Path Integral Monte Carlo Approach
John C. Quinn, Henry D. I. Abarbanel
The answers to data assimilation questions can be expressed as path integrals over all possible state and parameter histories. We show how these path integrals can be evaluated num…
nlin.CD2009★ 26 cited
State and parameter estimation using Monte Carlo evaluation of path integrals
John C. Quinn, Henry D. I. Abarbanel
Transferring information from observations of a dynamical system to estimate the fixed parameters and unobserved states of a system model can be formulated as the evaluation of a d…
nlin.CD2009
Parameter and State Estimation of Experimental Chaotic Systems Using Synchronization
Jack C. Quinn, Paul H. Bryant, Daniel R. Creveling +2
We examine the use of synchronization as a mechanism for extracting parameter and state information from experimental systems. We focus on important aspects of this problem that ha…