Konstantinos Vlachas

A local basis approximation approach for nonlinear parametric model order reduction

Konstantinos Vlachas, Konstantinos Tatsis, Konstantinos Agathos et al. · Journal of Sound and Vibration · 2021 · 37 citations · Full text

Parametric reduced order models for output-only vibration-based crack detection in shell structures

Konstantinos Agathos, Konstantinos Tatsis, Konstantinos Vlachas et al. · Mechanical Systems and Signal Processing · 2021 · 27 citations · Full text

VpROM: a novel variational autoencoder-boosted reduced order model for the treatment of parametric dependencies in nonlinear systems

Thomas J. Simpson, Konstantinos Vlachas, Anthony Garland et al. · Scientific Reports · 2024 · 15 citations · Full text

A structure-preserving machine learning framework for accurate prediction of structural dynamics for systems with isolated nonlinearities

David Najera-Flores, D. Dane Quinn, Anthony Garland et al. · Mechanical Systems and Signal Processing · 2024 · 10 citations · Full text

Reduced Order Modeling, Engineering, Machine Learning +20