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math.OC2023
Optimization Based Data Enrichment Using Stochastic Dynamical System Models
Griffin M. Kearney, Makan Fardad
We develop a general framework for state estimation in systems modeled with noise-polluted continuous time dynamics and discrete time noisy measurements. Our approach is based on m…
physics.flu-dyn2023★ 1 cited
Maximum Likelihood Filtering for Particle Tracking in Turbulent Flows
Griffin M. Kearney, Kasey M. Laurent, Reece V. Kearney
Lagrangian Particle Tracking (LPT) enables practitioners to study various concepts in turbulence by measuring particle positions in flows of interest. This data is subject to measu…