Theodoros E. Karakasidis

University of Thessaly — Greece

Engineering · Physical Sciences

32h-index3.2kcitations188works1.82yr avg
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Research Topics

Nanopore and Nanochannel Transport Studies(33), Complex Systems and Time Series Analysis(32), Chaos control and synchronization(21), Machine Learning in Materials Science(15), Mathematical Dynamics and Fractals(14)

Publications188 total

Combined machine learning approaches to predict thermal conductivity for liquid mixtures
Springer Link (Chiba Institute of Technology)·2026Open Access
Combined machine learning approaches to predict thermal conductivity for liquid mixtures
Science and Technology for Energy Transition·2026Open Access
Machine Learning-Enhanced Molecular Dynamics: Current State, Challenges and Perspectives
Archives of Computational Methods in Engineering·2026Open Access
Data-Driven Prediction of Screw Length in Single-Screw Extruders for the Plastics Processing Industry
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Data-Driven Prediction of Screw Length in Single-Screw Extruders for the Plastics Processing Industry
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Combined machine learning approaches to predict thermalconductivity for liquid mixtures
2025
Physically Consistent Self-Diffusion Coefficient Calculation with Molecular Dynamics and Symbolic Regression
International Journal of Molecular Sciences·2025· 1 citedOpen Access
Data driven prediction of the neutral gas pressure in the stellarator Wendelstein 7-X
Plasma Physics and Controlled Fusion·2025· 1 citedOpen Access
Chaotic Analysis and Wave Photon Dynamics of Fractional Whitham–Broer–Kaup Model with β Derivative
Fractal and Fractional·2025· 4 citedOpen Access
Machine learning for screw design in single‐screw extrusion
Polymer Engineering and Science·2025· 10 citedOpen Access
Emulsification Properties and Interfacial Behavior of Okra Proteins
Food Biophysics·2025· 1 cited
Temporal Behavior of Time Series
2025
Nonlinear Time Series Analysis
2025· 4 cited
Complex Network Time Series
2025
Time Series and Networks Analysis
2025
Time Series Statistical Analysis
2025
Extended Case Studies
2025
Optimizing Renewable Energy Systems Placement Through Advanced Deep Learning and Evolutionary Algorithms
Applied Sciences·2024· 3 citedOpen Access
Inverse Tesla Valve as Micromixer for Water Purification
Micromachines·2024· 1 citedOpen Access
Thermoluminescence characteristics of BeO doped with Si, Mg, and Cr: Density functional theory calculations and One trap – One recombination center model simulations
Physica B Condensed Matter·2024· 3 cited
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Frequent Co-authors

Filippos Sofos(20), A. Liakopoulos(19), Ioannis E. Sarris(8), Evangelos Karvelas(5), Avraam Charakopoulos(5), D.N. Georgiou(4), Ioannis Andreadis(4), Juan J. Nieto(3), Ángela Torres(3), Christos Liosis(3), A.E. Giannakopoulos(3), D. Kasiteropoulou(3), John Argyris(3), Konstantinos Papastamatiou(3), P. N. Papanicolaou(2), Lefteris Benos(2), Athanasios D. Fragkou(2), Dimitrios Angelis(1), Athina Papadopoulou(1), Costas A. Charitidis(1)