Author

Muhammad Shoaib Ashraf

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Review Open access Aug 2026

STRUCTURAL PERFORMANCE AND DESIGN OPTIMIZATION OF 3D PRINTED CONCRETE STRUCTURES: A STATE-OF-THE-ART REVIEW

Three-dimensional concrete printing (3DCP) represents a transformative technology in the construction industry, enabling automated, layer-by-layer fabrication of complex structural elements without formwork. This comprehensive review synthesizes current knowledge on the structural performance and design optimization of...

M. Khan, M. Ashraf, Iqra et al. · International journal of com... · 0 citations

Open access Sep 2026

Multifunctional TiO₂-modified cement mortar: experimental investigation, machine learning prediction, and life cycle assessment

TiO₂-modified cement mortar is a multifunctional construction material that enhances both mechanical performance and environmental remediation. This study investigated the photocatalytic activity, compressive strength, machine learning prediction, and life cycle assessment of cement mortars containing 0–12 wt% TiO₂...

Maaz Khan, M. Ashraf, Nadia Riaz et al. · Scientific Reports · 0 citations

Review Open access Aug 2026

A SYSTEMATIC REVIEW OF ARTIFICIAL INTELLIGENCE APPLICATIONS IN STRUCTURAL HEALTH MONITORING OF CIVIL INFRASTRUCTURE

This systematic review synthesizes recent advances in AI applications for SHM across civil infrastructure including bridges, buildings, tunnels, and dams and identifies interdisciplinary opportunities including federated learning for decentralized monitoring, explainable AI for stakeholder trust, and autonomous inspect...

M. Khan, M. Ashraf, Muhammad Jahanzeb et al. · International journal of com... · 0 citations