Evangelos Galaris
Postdoctoral Researcher
E-mail: evangelos.galaris@ki.se
Visiting address: Blickagången 16, 14152 Huddinge
Postal address: H1 Neurobiologi, vårdvetenskap och samhälle, H1 Klinisk geriatrik Westman, 171 77 Stockholm
About me
- *PhD in Machine Learning and Complex Systems*. April 2022. University of
Naples Federico II. Thesis:/ Development of Physics Informed Numerical and
Machine Learning
Methods for the Dynamical Modelling of Large Scale Complex Systems with
Applications in Computational Neuroscience. /
*Diploma in Applied Mathematics*. July 2018. National Technical University of
Athens. Thesis: /Source Localization for the Dynamical and Spatio-Temporal
Modelling of Brain Activity. The LORETA Method./
Teaching
- *Applied Predictive Modeling*, MSc in Statistics. 2022-2023. Department of
Statistics and Actuarial-Financial Mathematics, University of the Aegean.
Articles
- Article: BMC MEDICINE. 2025;24(1):39Lorenzon G; Marseglia A; Poulakis K; Imbimbo C; Ryden L; Galaris E; Lindberg O; Shams S; Mohanty R; Ferreira D; Kivipelto M; Eriksdotter M; Kern S; Skoog I; Westman E
- Journal article: RES SQ. 2025;:rs.3.rs-7349116Lorenzon G; Marseglia A; Poulakis K; Imbimbo C; Rydén L; Galaris E; Lindberg O; Shams S; Mohanty R; Ferreira D; Kivipelto M; Eriksdotter M; Kern S; Skoog I; Westman E
- Article: CHAOS. 2023;33(4):043128Fabiani G; Galaris E; Russo L; Siettos C
- Article: JOURNAL OF SCIENTIFIC COMPUTING. 2022;92(2):34Galaris E; Fabiani G; Gallos I; Kevrekidis I; Siettos C
- Article: COGNITIVE NEURODYNAMICS. 2021;15(4):585-608Construction of embedded fMRI resting-state functional connectivity networks using manifold learningGallos IK; Galaris E; Siettos CI
- Article: INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING. 2020;36(12):e3404Galaris E; Gallos I; Myatchin I; Lagae L; Siettos C
All other publications
- Preprint: ARXIV. 2022Fabiani G; Galaris E; Russo L; Siettos C
- Preprint: ARXIV. 2022Galaris E; Fabiani G; Gallos I; Kevrekidis I; Siettos C
- Preprint: ARXIV. 2021Galaris E; Fabiani G; Calabrò F; di Serafino D; Siettos C
- Preprint: ARXIV. 2020Construction of embedded fMRI resting state functional connectivity networks using manifold learningGallos I; Galaris E; Siettos C
- Preprint: ARXIV. 2020Galaris E; Gallos I; Myatchin I; Lagae L; Siettos C