Panagiotis Seventekidis

Structural Health Monitoring using deep learning with optimal finite element model generated data

Panagiotis Seventekidis, Dimitrios Giagopoulos, Olga Markogiannaki · Mechanical Systems and Signal Processing · 2020 · 168 citations

Engineering, Machine Learning, Data Science +9

A combined finite element and hierarchical Deep learning approach for structural health monitoring: Test on a pin-joint composite truss structure

Panagiotis Seventekidis, Dimitrios Giagopoulos · Mechanical Systems and Signal Processing · 2021 · 86 citations

Structural Integrity, Engineering, Machine Learning +12

Machine learning based condition monitoring for gear transmission systems using data generated by optimal multibody dynamics models

Josef Koutsoupakis, Panagiotis Seventekidis, Dimitrios Giagopoulos · Mechanical Systems and Signal Processing · 2023 · 50 citations

Gear Transmission Systems, Condition Monitoring, Nonlinear System Identification +12

Model error effects in supervised damage identification of structures with numerically trained classifiers

Panagiotis Seventekidis, Dimitrios Giagopoulos · Mechanical Systems and Signal Processing · 2022 · 32 citations

Damage Mechanism, Engineering, Machine Learning +14

Stochastic multiscale modeling of graphene reinforced composites

Vissarion Papadopoulos, Panagiotis Seventekidis, Gerasimos Sotiropoulos · Engineering Structures · 2017 · 26 citations

Materials Science, Engineering, Graphene +4