Compound damage detection using wavelet transform and deep neural network trained on healthy and single damage states: Validation on a laboratory-scale …

WQ Feng, Z Mousavi, JF Lin, M Bayat… - Structural Health …, 2025 - journals.sagepub.com
Structural health monitoring is vital for the early detection of damage, enabling effective life
cycle management of structures. Detecting compound damage, where multiple types of …

Prediction of normalized shear modulus and dam** ratio for granular soils over a wide strain range using deep neural network modelling

WQ Feng, M Bayat, Z Mousavi, L Bin… - … and Management of …, 2024 - Taylor & Francis
Dynamic properties, such as shear modulus and dam** ratio, are critical for civil
engineering applications and essential for accurate dynamic response analysis. This study …

[HTML][HTML] Shear Wave Velocity Prediction with Hyperparameter Optimization

G Bekdaş, Y Aydın, U Işıkdağ, SM Nigdeli, D Hajebi… - Information, 2025 - mdpi.com
Shear wave velocity (Vs) is an important soil parameter to be known for earthquake-resistant
structural design and an important parameter for determining the dynamic properties of soils …