Classical Dynamics of Escape in a periodically Driven Unbound Hamiltonian System: Initial Phase Effects. - Leonidas Konstantinidis; Vassilios Constantoudis; Cleanthes A. Nicolaides (Int. J. Bifurc. Chaos, 2011)

Entropy Analysis of Word-Length Series of Natural Language Texts: Effects of Text Language and Genre. - Maria Kalimeri; Vassilios Constantoudis; Constantinos Papadimitriou; Konstantinos Karamanos; Fotis K. Diakonos; Harris Papageorgiou (Int. J. Bifurc. Chaos, 2012)

Word-length Entropies and Correlations of Natural Language Written Texts. - Maria Kalimeri; Vassilios Constantoudis; Constantinos Papadimitriou; Konstantinos Karamanos; Fotis K. Diakonos; Harris Papageorgiou (J. Quant. Linguistics, 2015)

Hybridizing AI and Domain Knowledge in Nanotechnology: the Example of Surface Roughness Effects on Wetting Behavior. - Antonios Stellas; George Giannakopoulos; Vassilios Constantoudis (SETN Workshops, 2020)

Machine Learning evaluation of microscopy image segmentation methods: The case of Gaussian Mixture Models. - Manolis Chatzigeorgiou; Michalis Vrigkas; Nikos Boukos; Margarita Beazi-Katsioti; Marios Katsiotis; Vassilios Constantoudis (SETN, 2022)

Generating Realistic Nanorough Surfaces Using an N-Gram-Graph Augmented Deep Convolutional Generative Adversarial Network. - Vasilis Sioros; George Giannakopoulos; Vassilios Constantoudis (SETN, 2022)

Machine Learning Applications in Nanotechnology Manufacturing: From Etching Accuracy to Deposition Prediction. - Alex Kondi; Efi-Maria Papia; Vassilios Constantoudis (SETN, 2024)

Inverse design of Hexagonal Moiré Materials: Machine Learning for tunable pore properties. - Efi-Maria Papia; Alex Kondi; Vassilios Constantoudis (SETN, 2024)

Use case of Symbolic Regression in Moiré patterns using simulated data. - Efi-Maria Papia; Alex Kondi; Vassilios Constantoudis (SETN, 2024)