50 citations · 192 across the 14 of their papers we have counts for
4 papers · 1 filter
Model based IVHM system for the solid rocket booster
D. G. Luchinsky, V. V. Osipov, V. N. Smelyanskiy +2
We report progress in the development of a model-based hybrid probabilistic approach to an on-board IVHM for solid rocket boosters (SRBs) that can accommodate the abrupt changes of…
Nonlinear Statistical Modelling and Model Discovery for Cardiorespiratory Data
D. G. Luchinsky, V. N. Smelyanskiy, M. M. Millonas +2
We present a Bayesian dynamical inference method for characterizing cardiorespiratory (CR) dynamics in humans by inverse modelling from blood pressure time-series data. This new me…
Inference of stochastic nonlinear oscillators with applications to physiological problems
Vadim N. Smelyanskiy, Dmitry G. Luchinsky
A new method of inferencing of coupled stochastic nonlinear oscillators is described. The technique does not require extensive global optimization, provides optimal compensation fo…
Experiments on Critical Phenomena in a Noisy Exit Problem
D. G. Luchinsky, R. S. Maier, R. Mannella +2
We consider noise-driven exit from a domain of attraction in a two-dimensional bistable system lacking detailed balance. Through analog and digital stochastic simulations, we find…