Research

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Peer-reviewed work behind the applied practice. Selected publications are listed here for relevance — see Google Scholar for the full record.

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Clustered Federated Learning for Population-Based Structural Health Monitoring Cheema M.A., Sarwar M.Z., Rossi S., Cantero D. IEEE Internet of Things Journal · 2025 Probabilistic autoencoder-based bridge damage assessment using train-induced responses Sarwar M.Z., Cantero D. Mechanical Systems and Signal Processing · 2024 Computationally-efficient structural health monitoring using graph signal processing Cheema M.A., Sarwar M.Z., Rossi S., Cantero D. IEEE Sensors Journal · 2024 Vehicle-assisted bridge damage assessment using probabilistic deep learning Sarwar M.Z., Cantero D. Measurement · 2023 Deep autoencoder architecture for bridge damage assessment using responses from multiple vehicles Sarwar M.Z., Cantero D. Engineering Structures · 2021

Full record on Google Scholar ORCID profile