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Author

Esmaeil Ghorbani

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2 papers indexed here

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Open access Aug 2026

Training-Free Structural Damage Localization Using Spatial-Correlation Sensor Networks: Full-Scale Validation on a Seven-Story Reinforced-Concrete Building

Damage identification in instrumented structures is often framed through modal-parameter changes, finite element updating, or supervised classifiers. These approaches are powerful, but they require an explicit structural model, identified modes, labeled damage cases, or expert choices about reference sensors. This pape...

Esmaeil Ghorbani, Jürgen Hackl · 0 citations
Open access Aug 2026

Joint parameter estimation and abrupt change quantification with uncertainty quantification in high degree of freedom dynamical systems via an optimized adaptive unscented Kalman filter

The Unscented Kalman Filter (UKF) represents a robust method for estimating latent states and parameters within specified nonlinear equations of dynamic systems under noisy sensor data. Nonetheless, adjusting the filter’s hyperparameters (HP)s is essential for effective performance and poses difficulties, especially in...

Esmaeil Ghorbani, Quentin Dollon, F. Gosselin · 0 citations

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