EEG source localization analysis in epileptic children during a visual working-memory task. - Evangelos Galaris; Ioannis Gallos; Ivan Myatchin; Lieven Lagae; Constantinos I. Siettos (CoRR, 2020)

Construction of embedded fMRI resting state functional connectivity networks using manifold learning. - Ioannis Gallos; Evangelos Galaris; Constantinos I. Siettos (CoRR, 2020)

Constructing coarse-scale bifurcation diagrams from spatio-temporal observations of microscopic simulations: A parsimonious machine learning approach. - Evangelos Galaris; Gianluca Fabiani; Ioannis Gallos; Ioannis G. Kevrekidis; Constantinos I. Siettos (CoRR, 2022)

Numerical Bifurcation Analysis of PDEs From Lattice Boltzmann Model Simulations: a Parsimonious Machine Learning Approach. - Evangelos Galaris; Gianluca Fabiani; Ioannis Gallos; Ioannis G. Kevrekidis; Constantinos I. Siettos (J. Sci. Comput., 2022)

Data-driven modelling of brain activity using neural networks, Diffusion Maps, and the Koopman operator. - Ioannis K. Gallos; Daniel Lehmberg; Felix Dietrich; Constantinos I. Siettos (CoRR, 2023)