2 papers
physics.data-an2005
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…
cond-mat.other2004
Reconstruction of stochastic nonlinear dynamical models from trajectory measurements
V. N. Smelyanskiy, D. G. Luchinsky, D. A. Timucin +1
A new algorithm is presented for reconstructing stochastic nonlinear dynamical models from noisy time-series data. The approach is analytical; consequently, the resulting algorithm…