Constantinos Siettos
Associate Professor
Supervision of Ph.D. Theses as main Supervisor- Co-Supervisor
GianMaria Viola, Modelling and crowd behavioural dynamics using Machine Learning, Ph.D. Thesis (National Ph.D. program in AI), 2023- present(Co-Supervisor, Supervisor: Dr. Lucia Russo, STEMS-CNR).
Hector Vargas. Data-driven modelling, analysis and design of crowd dynamics: from agent-based modelling to the construction, numerical analysis and control of macroscopic models with physics-informed machine learning, Ph.D. Thesis, 2022- present.
Fabiani Gianluca. Machine learning for the Modelling and Numerical Analysis of the Emergent Dynamics of Phase Field Models, Ph.D. Thesis, 2020- present.
Dr. Papaioannou Panagiotis, Forecasting high-dimensional time series using Manifold and Machine Learning with Applications in Financial Markets and Epidemiology, Ph.D. Thesis, 2018-2022. Currently, Data Analyst EUROBANK
Dr. Galaris Evangelos. Physics-Informed Numerical Analysis and Machine Learning for Modelling and Analysis of Complex Systems with Applications in Computational Neuroscience, Ph.D. Thesis, 2018- 2022. Currently Post-Doc, Karoniska Institute, Sweden
Dr. Gallos, Ioannis. Development of Computational Methods of Machine/Manifold Learning in Computational Neuroscience. Ph.D. Thesis, 2016-2022. (joint supervision as of 2018 with Prof. E. Theotokoglou, NTUA). Currently Researcher at the Institute of Communication and Computer Systems, Greece.
Dr. Protopapa Foteini, Computational Simulation and Analysis of Human Brain Network Dynamics: from the Microscopic Modelling to the Systematic Study of Working Memory, Ph.D. Thesis, 2010- 2015. Then Post-Doctoral Researcher at SISSA, Trieste, Italy. Currently, Researcher, Bosch, Germany.
Dr. Mylonas Dimitris, Computational Simulation, Coarse-Grained Analysis and Control of Network Dynamics with Time Stepping methods for the Study of Cognitive and Neurological Disorders, Ph.D. Thesis, 2009- 2014. Then Post-Doctoral Researcher at the Medical School, Harvard. Currently, Instructor in the Medical School, Harvard, USA.
Dr. Andreas Reppas, Coarse-Grained Computational Analysis of Infectious Disease Dynamics: from the Individualistic Models to the Macroscopic Dynamical Behaviour, Ph.D. Thesis, 2008- 2011. Then, Max-Planck-Institut für Informatik Computational Biology and Applied Algorithmics, Germany. Currently, Researcher at Charitè the University Medicine Berlin, Germany.
Dr. Andreas Tsoumanis, Agent-Based Modelling and Computational Analysis of Social-Economic Systems: from the Individual Interactions to Herding Dynamics, Ph.D. Thesis, (main Co-supervisor: Supervisor: Prof. Emeritus George Bafas) 2006-2009. Then Post-Doctoral Researcher, Princeton University.
Prof. Kostas Spiliotis. Development of Parallel Numerical Methods for the Analysis of Neuronal Multi-scale Dynamics on Complex Networks, Ph.D. Thesis, 2005-2009. Then, Post-Doctoral Researcher, University of Cyprus. Then Researcher at the Mathematical Institute, Rostock University, Germany. CurrentlyAssistant Professor of Mathematics, Democritus University of Thrace, Greece