136 citations · 813 across the 36 of their papers we have counts for
37 papers
Identification of the nature of dynamical systems with recurrence plots and convolution neural networks: A preliminary test
Daniel Han, Giuseppe Orlando, Sergei Fedotov
In this study, we present a method for classifying dynamical systems using a hybrid approach involving recurrence plots and a convolution neural network (CNN). This is performed by…
Anomalous stochastic transport of particles with self-reinforcement and Mittag-Leffler distributed rest times
Daniel Han, Dmitri V. Alexandrov, Anna Gavrilova +1
We introduce a persistent random walk model for the stochastic transport of particles involving self-reinforcement and a rest state with Mittag-Leffler distributed residence times.…
Superdiffusion in self-reinforcing run-and-tumble model with rests
Sergei Fedotov, Daniel Han, Alexey O Ivanov +1
This paper introduces a run-and-tumble model with self-reinforcing directionality and rests. We derive a single governing hyperbolic partial differential equation for the probabili…
Local Analysis of Heterogeneous Intracellular Transport: Slow and Fast moving Endosomes
Nickolay Korabel, Daniel Han, Alessandro Taloni +4
Trajectories of endosomes inside living eukaryotic cells are highly heterogeneous in space and time and diffuse anomalously due to a combination of viscoelasticity, caging, aggrega…
Unravelling Heterogeneous Transport of Endosomes
Nickolay Korabel, Daniel Han, Alessandro Taloni +4
A major open problem in biophysics is to understand the highly heterogeneous transport of many structures inside living cells, such as endosomes. We find that mathematically it is…
Variable-order fractional master equation and clustering of particles: non-uniform lysosome distribution
Sergei Fedotov, Daniel Han, Andrey Yu. Zubarev +2
In this paper, we formulate the space-dependent variable-order fractional master equation to model clustering of particles, organelles, inside living cells. We find its solution in…