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Short Bio

I am an Assistant Professor in Numerical Analysis and Scientific Computing 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

Numerical Analysis, Scientific Computing, Mathematical Modelling, Deep Learning

Current Teaching

Current Research

Solving Partial Differential Equations (PDEs) and Partial Integro-Differential Equations (PIDEs) with Numerical Analysis and Neural Networks.

🚀 G. Akrivis, C. G. Makridakis, C. Smaragdakis: Runge-Kutta Physics Informed Neural Networks: Formulation and Analysis. Numerische Mathematik, 2025 (to appear). [pdf]

💥 C. Smaragdakis: Learning Geometric-Aware Quadrature Rules for Functional Minimization. Preprint and submitted for publication, 2025. [pdf, arXiv:2508.05445]

💥 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, 2025. [pdf, arXiv:2401.06740]

Contact

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

Vourlioti building, Office A5, 832 00 Karlovassi, Samos

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