• Bayesian finite element model updating 

      Jensen H., Papadimitriou C. (2019)
      In this chapter, the implementation of the reduced-order models within Bayesian finite element model updating is explored. The Bayesian framework for model parameter estimation, model selection, and robust predictions of ...
    • Multi-objective optimization algorithms for finite element model updating 

      Ntotsios, E.; Papadimitriou, C. (2008)
      A multi-objective optimization method is presented for estimating the parameters of finite element structural models based on modal residuals. The method results in multiple Pareto optimal structural models that are ...
    • Optimization algorithms for system integration 

      Papadimitriou, C.; Ntotsios, E. (2008)
      This work outlines the optimization algorithms involved in integrating system analysis and measured data collected from a network of sensors. The integration is required for structural health monitoring problems arising ...
    • Structural health monitoring and fatigue damage estimation using vibration measurements and finite element model updating 

      Giagopoulos D., Arailopoulos A., Dertimanis V., Papadimitriou C., Chatzi E., Grompanopoulos K. (2019)
      In this work, a computational framework is proposed for fatigue damage estimation in structural systems by integrating operational experimental measurements in a high-fidelity, large-scale finite element model. The proposed ...
    • Vibration-Based Damage Detection Framework of Large-Scale Structural Systems 

      Markogiannaki O., Arailopoulos A., Giagopoulos D., Papadimitriou C. (2022)
      The main objective of this work is to present a vibration-based damage estimation framework for structural systems by integrating vibration experimental measurements in a high-fidelity, large-scale, finite element (FE) ...