Ioannis Gallos

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 4

Top Topics

Granger Causality

Machine Learning

Lattice Boltzmann

Functional Connectivity

Top Venues

J. Sci. Comput.

Publications

Evangelos Galaris, Gianluca Fabiani, Ioannis Gallos, Ioannis G. Kevrekidis, Constantinos I. Siettos
Numerical Bifurcation Analysis of PDEs From Lattice Boltzmann Model Simulations: a Parsimonious Machine Learning Approach. J. Sci. Comput. 92 (2) (2022)
Evangelos Galaris, Gianluca Fabiani, Ioannis Gallos, Ioannis G. Kevrekidis, Constantinos I. Siettos
Constructing coarse-scale bifurcation diagrams from spatio-temporal observations of microscopic simulations: A parsimonious machine learning approach. CoRR (2022)
Evangelos Galaris, Ioannis Gallos, Ivan Myatchin, Lieven Lagae, Constantinos I. Siettos
EEG source localization analysis in epileptic children during a visual working-memory task. CoRR (2020)
Ioannis Gallos, Evangelos Galaris, Constantinos I. Siettos
Construction of embedded fMRI resting state functional connectivity networks using manifold learning. CoRR (2020)