33 citations · 38 across the 5 of their papers we have counts for
5 papers · 1 filter
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…
The anomalous tango of hemocyte migration in Drosophila melanogaster embryos
Nickolay Korabel, Giuliana D. Clemente, Daniel Han +3
Drosophila melanogaster hemocytes are highly motile cells that are crucial for successful embryogenesis and have important roles in the organism's immunological response. Hemocyte…
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…