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Archives of Computational Methods in Engineering : State of the Art Reviews|June 26, 2023
Artificial Intelligence in Physical Sciences: Symbolic Regression Trends and PerspectivesDimitrios Angelis, Filippos Sofos, Theodoros E KarakasidisPhysical Review. E|February 17, 2024
Reassessing the transport properties of fluids: A symbolic regression approachDimitrios Angelis, Filippos Sofos, Theodoros E KarakasidisMicromachines|July 29, 2023
Fluid Properties Extraction in Confined Nanochannels with Molecular Dynamics and Symbolic Regression MethodsDimitrios Angelis, Filippos Sofos, Konstantinos Papastamatiou, et al.International Journal of Molecular Sciences|July 29, 2025
Physically Consistent Self-Diffusion Coefficient Calculation with Molecular Dynamics and Symbolic RegressionDimitrios Angelis, Chrysostomos Georgakopoulos, Filippos Sofos, et al.Scientific Reports|June 16, 2021
Nanoscale slip length prediction with machine learning toolsFilippos Sofos, Theodoros E KarakasidisScientific Reports|January 13, 2022
Effects of channel size, wall wettability, and electric field strength on ion removal from water in nanochannelsFilippos Sofos, Theodoros E Karakasidis, Ioannis E SarrisPhysical Review. E, Statistical, Nonlinear, and Soft Matter Physics|April 28, 2009
Effects of wall roughness on flow in nanochannelsFilippos D Sofos, Theodoros E Karakasidis, Antonios LiakopoulosChaos (Woodbury, N.Y.)|March 3, 2019
On a topological classification of recurrence plots: Application to noise perturbed molecular dynamics time seriesTheodoros E Karakasidis, Ioannis Andreadis, Athanasios D FragkouChaos (Woodbury, N.Y.)|February 5, 2020
On a topological criterion to select a recurrence thresholdIoannis Andreadis, Athanasios D Fragkou, Theodoros E KarakasidisScientific Reports|February 27, 2023
Influence of carbon nanotube suspensions on Casson fluid flow over a permeable shrinking membrane: an analytical approachRudraiah Mahesh, Ulavathi Shettar Mahabaleshwar, Filippos SofosPageof 6