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Onur Avcı

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2026

Deep Learning–Based Approach for Short- and Long-Term IRI Forecasting Using Long-Term Pavement Performance Data

This study presents a deep learning–based approach for forecasting the international roughness index (IRI) using a long short-term memory (LSTM) network enhanced with an attention mechanism. Leveraging data from the long-term pavement performance program, the proposed LSTM–attention model is applied to both short-t...

Feras Abla, Bilal Al-Oubaidi, Mohamed Tareq Soliman et al. · 0 citations
2026

Dynamic Characterization and Vibration Serviceability Evaluation of All-Steel Modular Floor Systems

Lightweight steel floor systems are increasingly being adopted in modern buildings, where vibration serviceability under human-induced loading often governs structural design. This study presents an experimental–numerical investigation to clarify the dynamic mechanisms and serviceability performance of a nontradition...

Şahabeddin Rifai, Onur Avcı · 1 citation

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