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Short Bio

I am an Assistant Professor at the Department of Statistics and Actuarial - Financial Mathematics at the University of the Aegean. I am also a Member of the Institute of Applied and Computational Mathematics (IACM) of FORTH.

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You can download my resume in pdf form: smaragdakis-resume.pdf

Research Interests

Computational Mathematics, Numerical Analysis, Mathematical Modelling, Deep Learning

Current Teaching

Current Research

Intercorporate numerical analysis and the application of machine learning techniques for solving partial differential equations (PDEs) and partial integro-differential equations (PIDEs).

💥 G. Akrivis, C. G. Makridakis, C. Smaragdakis: Runge-Kutta Physics Informed Neural Networks: Formulation and Analysis. Preprint and submitted for publication, 2024. [pdf, arXiv:2412.20575]

💥 E.H. Georgoulis, A. Papapantoleon, C. Smaragdakis: A deep implicit-explicit minimizing movement method for option pricing in jump-diffusion models. Preprint and submitted for publication, 2024. [pdf, arXiv:2401.06740]

Recent and Upcoming Events

🇨🇦 (invitation-only event) Modern Challenges between Financial Mathematics, Financial Technology and Financial Economics workshop -- Banff, Alberta, Canada, 10-15 November, 2024

🇬🇷 (invited) 21th Summer Meeting in Risk, Finance and Stochastics -- RFS-2024 -- Athens, September 9-13

🇳🇱 International Conference on Computational Finance -- ICCF24 -- Amsterdam, 2-5 April 2024

Organizer (with Jasper Rou, TU Delft) of the mini-symposium entitled Machine Learning Methods in Finance

Contact

✉ kesmarag@aegean.gr, kesmarag@iacm.forth.gr

Vourlioti building, Office A5, 832 00 Karlovassi, Samos

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