From Binary to Multi-Class: Neural Networks for Structural Damage Classification in Bridge Monitoring Under Static and Dynamic Loading by Kardoulias, Andreas, Arailopoulos, Alexandros, Seventekidis, Panagiotis

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A combined finite element and hierarchical Deep learning approach for structural health monitoring: Test on a pin-joint composite truss structure by Seventekidis, Panagiotis, Giagopoulos, Dimitrios

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Model error effects in supervised damage identification of structures with numerically trained classifiers by Seventekidis, Panagiotis, Giagopoulos, Dimitrios

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Generalization gap estimation for damage classification tasks when finite element simulated data is used for training: A numerical study and experimental validation on a steel trus... by Seventekidis, Panagiotis, Giagopoulos, Dimitrios

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Model-based damage identification with simulated transmittance deviations and deep learning classification by Seventekidis, Panagiotis, Giagopoulos, Dimitrios

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Structural Health Monitoring using deep learning with optimal finite element model generated data by Seventekidis, Panagiotis, Giagopoulos, Dimitrios, Arailopoulos, Alexandros, Markogiannaki, Olga

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Machine learning based condition monitoring for gear transmission systems using data generated by optimal multibody dynamics models by Koutsoupakis, Josef, Seventekidis, Panagiotis, Giagopoulos, Dimitrios

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Parametric Study on Structural Damage Classification with Numerically Simulated Vibration Data by Seventekidis, Panagiotis, Karyofyllas, George, Giagopoulos, Dimitrios

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Damage Detection and Identification on Elevator Systems Using Deep Learning Algorithms and Multibody Dynamics Models by Koutsoupakis, Josef, Giagopoulos, Dimitrios, Seventekidis, Panagiotis, Karyofyllas, Georgios, Giannakoula, Amalia

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Stochastic multiscale modeling of graphene reinforced composites by Papadopoulos, Vissarion, Seventekidis, Panagiotis, Sotiropoulos, Gerasimos

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Production of porous copper with high surface area for efficient water purification by Michailidis, Nikolaos, Stergioudi, Fani, Seventekidis, Panagiotis, Tsouknidas, Alexander, Sagris, Dimitrios

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Yield locus prediction using statistical and RVE-based fast Fourier transform crystal plasticity models and validation for drawing steels by Van Bael, Albert, Seventekidis, Panagiotis, Seefeldt, Marc, Roose, Dirk, Han, Fengbo, Roters, Franz, Kok, Piet

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