13 citations · 37 across the 8 of their papers we have counts for
4 papers · 1 filter
A note on the control of processes exhibiting input multiplicity
Robert J. Lovelett, Yorgos M. Psarellis, Ioannis G. Kevrekidis +1
Steady state multiplicity can occur in nonlinear systems, and this presents challenges to feedback control. Input multiplicity arises when the same steady state output values can b…
Data-driven Discovery of Chemotactic Migration of Bacteria via Machine Learning
Yorgos M. Psarellis, Seungjoon Lee, Tapomoy Bhattacharjee +3
E. coli chemotactic motion in the presence of a chemoattractant field has been extensively studied using wet laboratory experiments, stochastic computational models as well as part…
Limits of Entrainment of Circadian Neuronal Networks
Yorgos M. Psarellis, Michail Kavousanakis, Michael A. Henson +1
Circadian rhythmicity lies at the center of various important physiological and behavioral processes in mammals, such as sleep, metabolism, homeostasis, mood changes and more. It h…
Learning black- and gray-box chemotactic PDEs/closures from agent based Monte Carlo simulation data
Seungjoon Lee, Yorgos M. Psarellis, Constantinos I. Siettos +1
We propose a machine learning framework for the data-driven discovery of macroscopic chemotactic Partial Differential Equations (PDEs) -- and the closures that lead to them -- from…