2026
Physics-Informed Neural Networks without Loss Balancing: A Direct Term Scaling Approach for Nonlinear 1D Problems
F1000Research
Associate Professor
Theodosios Theodosiou
Computational Mechanics · Multiscale Modelling · AI for Engineering Systems
Associate Professor at the Department of Energy Systems, University of Thessaly, working on computational methods, finite element analysis, intelligent systems and advanced engineering applications.
Research Areas
Research activities in computational engineering, intelligent systems and multiscale methodologies.
Computational Mechanics
Finite Element Methods
Multiscale Modelling
Artificial Intelligence for Engineering
Structural Health Monitoring
Energy Systems Applications
Selected Publications
Selected journal articles, conference papers and academic publications.
2026
Σχεδίαση Μηχανισμών και Κατασκευών με το FreeCAD - Β Έκδοση
Εκδόσεις Κλειδάριθμος ΕΠΕ
2025
Explainable AI Methods for Identification of Glue Volume Deficiencies in Printed Circuit Boards
Applied Sciences
Research Projects
Selected research projects, engineering initiatives and scientific activities.
European Research Project
OPTIMAI
Research Project
EMERALD
Research Direction
Multiscale Computational Mechanics
Research Direction