302 citations · 1.2k across the 30 of their papers we have counts for
4 papers · 1 filter
Dynamical Bayesian Inference of Time-evolving Interactions: From a Pair of Coupled Oscillators to Networks of Oscillators
Andrea Duggento, Tomislav Stankovski, Peter V. E. McClintock +1
Living systems have time-evolving interactions that, until recently, could not be identified accurately from recorded time series in the presence of noise. Stankovski et al. (Phys.…
Multi-ion conduction bands in a simple model of calcium ion channels
I. Kaufman, D. G. Luchinsky, R. Tindjong +2
We report self-consistent Brownian dynamics simulations of a simple electrostatic model of the selectivity filters (SF) of calcium ion channels. They reveal regular structure in th…
Nonlinear Mode Decomposition: a new noise-robust, adaptive decomposition method
Dmytro Iatsenko, Peter V. E. McClintock, Aneta Stefanovska
We introduce a new adaptive decomposition tool, which we refer to as Nonlinear Mode Decomposition (NMD). It decomposes a given signal into a set of physically meaningful oscillatio…
Inference of Time-Evolving Coupled Dynamical Systems in the Presence of Noise
Tomislav Stankovski, Andrea Duggento, Peter V. E. McClintock +1
A new method is introduced for analysis of interactions between time-dependent coupled oscillators, based on the signals they generate. It distinguishes unsynchronized dynamics fro…