Predicting Fish-Mortality: Artificial Neural Networks vs Symbolic Regression. - Theofanis Aravanis; Aristeidis Ilias; Ioannis Hatzilygeroudis; Georgios Spiliopoulos (IISA, 2023)

Machine-Learning Modelling of a Fluid Flow in a Two-Dimensional Channel. - Theofanis Aravanis; Grigorios Chrimatopoulos; Michalis Xenos; Efstratios Emmanouil Tzirtzilakis (IISA, 2024)

Machine Learning-Based Geometric Interpolation for Fluid-Flow Modelling. - Theofanis Aravanis; Grigorios Chrimatopoulos; Michalis Xenos; Efstratios Emmanouil Tzirtzilakis (PCI, 2024)

Tailoring disjoint belief structures to the AGM framework. - Theofanis Aravanis (J. Log. Comput., 2025)

Machine Learning as Iterated Belief Change a la Darwiche and Pearl. - Theofanis Aravanis (CoRR, 2025)

ASP-Assisted Symbolic Regression: Uncovering Hidden Physics in Fluid Mechanics. - Theofanis Aravanis; Grigorios Chrimatopoulos; Mohammad Ferdows; Michalis Xenos; Efstratios Emmanouil Tzirtzilakis (CoRR, 2025)