Επιστημονική Παραγωγή

Επιλεγμένες δημοσιεύσεις των μελών του εργαστηρίου σε διεθνή επιστημονικά περιοδικά και συνέδρια.

Περιοδικά

• 2026
  Physics-Informed Neural Networks without Loss Balancing: A Direct Term Scaling Approach for Nonlinear 1D Problems

  Theodosiou T and Rekatsinas C.

  F1000Research 2026, 14:1252. https://doi.org/10.12688/f1000research.169129.2
• 2025
  Explainable AI Methods for Identification of Glue Volume Deficiencies in Printed Circuit Boards

  T. Tziolas, K. Papageorgiou, T. Theodosiou, D. Ioannidis, N. Dimitriou, G. Tinker, E. Papageorgiou

  Applied Sciences, 2025; 15(16), 9061. https://doi.org/10.3390/app15169061
• 2025
  Micromechanics-based Multi-scale Framework with Strain-Rate Effects for the Simulation of Ballistic Impact on Composite Laminates

  C. S. Rekatsinas, T.C. Theodosiou, D.K. Siorikis, C.V. Nastos, K. Tsiaktanis, N.A. Chrysochoidis, D.A. Saravanos

  Journal of Composite Materials, 2024;58(27):2897-2914. https://doi.org/10.1177/00219983241283618
• 2024
  Employing Deep Learning for Defect Detection in Antenna Assembly

  T. Tziolas, K. Papageorgiou, T. Theodosiou, S. Pantoja, N. Dimitriou, E. I. Papageorgiou

  Journal of Electrical Systems, 20-10s(2024):1940-1950. https://journal.esrgroups.org/jes/article/view/5484/3936.
• 2023
  An efficient Computational Framework for Hailstone Impacts on Composite Plates with a Semi-Empirical Viscoplastic Contact Law

  C. S. Rekatsinas, D. K. Siorikis, C. V. Nastos, N. A. Chrysochoidis, T. C. Theodosiou, A. S. Yigit, A. P. Christoforou, D. A. Saravanos

  International Journal of Impact Engineering. 178 (2023) p. 104628. https://doi.org/10.1016/j.ijimpeng.2023.104628
• 2023
  A Systematic Review on Machine Learning Methods for Root Cause Analysis towards Zero-Defect Manufacturing

  K. Papageorgiou, T. Theodosiou, A. Rapti, E. Papageorgiou, N. Dimitriou, D. Tzovaras, G. Margetis

  Frontiers in Manufacturing Technology / Life Cycle Engineering 2 (2022). https://doi.org/10.3389/fmtec.2022.972712
• 2023
  Derivative-orthogonal non-uniform B-Spline wavelets.

  Τ. C. Theodosiou

  Mathematics and Computers in Simulation. 188 (2021) 368–388. https://doi.org/10.1016/j.matcom.2021.04.012
• 2015
  Present and future projected reference evapotranspiration over Thessaly plain, Greece, based on regional climate models’ simulations

  P Nastos, J Kapsomenakis, S Kotsopoulos, S Poulos

  European Water, 51, pp. 63-72

Συνέδρια

• 2015
  Evaporation, evapotranspiration and crop water requirements under present and future climate conditions at Pinios delta plain

  S Kotsopoulos, P Nastos, K Lazogiannis, S Poulos, G Ghionis, I Alexiou, A Panagopoulos, E Farsirotou, N Alamanis

  14th International Conference on Environmental Science and Technology, Rhodes, Greece