Stochastic Analysis, Interacting Particle Systems, Stochastic Control, Machine Learning
A. Koutsimpela, Mean-field limits in interacting particle systems with symmetric superlinear rates. arXiv
S. Grosskinsky, A. Koutsimpela (2025) Tagged particles and size-biased dynamics in mean-field interacting particle systems, Electron. Commun. Probab. 30 1 - 19, 2025. https://doi.org/10.1214/25-ECP669
A. Koutsimpela, M. Loulakis. Optimal control, viscosity approximation and Arrhenius Law for the shallow lake problem. arXiv
A. Koutsimpela, M. Loulakis (2023). On the optimally controlled stochastic shallow lake, International Journal of Control
Mouloudakis, Kostas & Vouzinas, F. & Margaritakis, A. & Koutsimpela, A. & Mouloudakis, George & Koutrouli, Vasiliki & Skotiniotis, M. & Tsironis, G. & Loulakis, M. & Mitchell, M. & Vasilakis, G. & Kominis, I.. (2023). Inter-species spin-noise correlations in hot atomic vapors, Phys. Rev. A
A. Koutsimpela, K. D. Koutroumbas (2022). A new stochastic gradient descent possibilistic clustering algorithm, AI Communications
A. Koutsimpela, K. D. Koutroumbas (2020). Stochastic gradient descent possibilistic clustering, In 11th Hellenic Conference on Artificial Intelligence (SETN 2020), September 2-4, 2020, Athens, Greece. ACM, New York, NY, USA
Analysis, optimal management and metastability of stochastic systems in environmental economics, National Technical University of Athens, 2023
Online possibilistic clustering, School of Information and Technology, Athens University of Economics and Business, 2019
Stochastic portfolio theory, School of Applied Mathematical and Physical Sciences, National Technical University of Athens, 2018 (the thesis is written in Greek)