Evangelos Galaris

According to our database, Evangelos Galaris authored at least 6 papers between 2020 and 2022.

Collaborative distances:

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

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

Parsimonious Physics-Informed Random Projection Neural Networks for Initial-Value Problems of ODEs and index-1 DAEs.

Gianluca Fabiani, Evangelos Galaris, Lucia Russo, Constantinos I. Siettos

CoRR, 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

2021

Numerical Solution of Stiff Ordinary Differential Equations with Random Projection Neural Networks.

Evangelos Galaris, Francesco Calabrò, Daniela di Serafino, Constantinos I. Siettos

CoRR, 2021

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