Costas Smaragdakis

Costas Smaragdakis is an Assistant Professor in Numerical Analysis and Scientific Computing at the Department of Statistics and Actuarial - Financial Mathematics, University of the Aegean. He is also a Member of the Institute of Applied and Computational Mathematics (IACM) at FORTH. His work bridges numerical methods, machine learning, and applied mathematics, with a focus on solving complex problems in finance and oceanography.

Research Interests:

• Numerical Analysis
• Scientific Computing
• Mathematical Modelling
• Deep Learning
• Machine Learning Applications to PDEs/PIDEs

Recent Research Trends: His articles highlight a strong focus on integrating deep learning with traditional numerical methods for functional minimization, PDE/PIDE solutions, and financial applications. Earlier work emphasizes acoustic signal processing, inverse problems in oceanography, and wavelet-based analysis.

Events: Organized a mini-symposium on Machine Learning Methods in Finance (ICCF24, Amsterdam) and attended international workshops in Canada and Greece.

Contact: kesmarag@aegean.gr, kesmarag@iacm.forth.gr, Office A5, Vourlioti Building, Karlovassi, Samos, Greece.