Filippos Sofos

5PUBLICATIONS
5CO-AUTHORS
Context learningStatistical mechanics, physical combinatorics and mathematical aspects of condensed matterComputational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)Dynamical systems in applicationsMicrofluidics and nanofluidics
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Publications (5)

|Jun 22, 2026
Interpretable machine learning via symbolic classification of radiomic texture and morphological features for pediatric pneumonia detection from chest X-rays.

|Jul 29, 2025
Physically Consistent Self-Diffusion Coefficient Calculation with Molecular Dynamics and Symbolic Regression.

Dimitrios Angelis, Chrysostomos Georgakopoulos, Filippos Sofos

|Jul 29, 2023
Fluid Properties Extraction in Confined Nanochannels with Molecular Dynamics and Symbolic Regression Methods.

Dimitrios Angelis, Filippos Sofos, Konstantinos Papastamatiou

|Jun 26, 2023
Artificial Intelligence in Physical Sciences: Symbolic Regression Trends and Perspectives.

Dimitrios Angelis, Filippos Sofos, Theodoros E Karakasidis

|Dec 02, 2020
Molecular Dynamics Simulations of Ion Drift in Nanochannel Water Flow.

Filippos Sofos, Theodoros Karakasidis, Ioannis E Sarris

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Frequent Collaborators

3 joint publications

Theodoros Karakasidis

2 joint publications

Dimitrios Angelis

1 joint publications

Ioannis E Sarris

1 joint publications

Konstantinos Papastamatiou