Ioannis Gallos

According to our database, Ioannis Gallos authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

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

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

2020

Construction of embedded fMRI resting state functional connectivity networks using manifold learning.

Ioannis Gallos, Evangelos Galaris, Constantinos I. Siettos

CoRR, 2020

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