@article{FlahPortfolio2026aging,
  title = {{Calibration-window dependence of chloride aging exponents in concrete service-life prediction}},
  author = {Majdi Flah and Moncef L. Nehdi},
  journal = {Cement and Concrete Composites},
  year = {2026},
  eid = {106880},
  note = {Journal pre-proof; accepted 2026-10-18},
  doi = {10.1016/j.cemconcomp.2026.106880},
  url = {https://doi.org/10.1016/j.cemconcomp.2026.106880}
}

@article{FlahPortfolio2026diffusionuncertainty,
  title = {{Effect of uncertainty in calibrated chloride diffusion coefficients on maintenance and life-cycle decisions of reinforced concrete structures}},
  author = {Majdi Flah and Moncef L. Nehdi},
  journal = {Cement and Concrete Composites},
  year = {2026},
  volume = {169},
  pages = {106552},
  doi = {10.1016/j.cemconcomp.2026.106552},
  url = {https://doi.org/10.1016/j.cemconcomp.2026.106552}
}

@article{FlahPortfolio2026durabilitylca,
  title = {{Durability-informed life cycle assessment of concrete through machine learning for service life prediction}},
  author = {Majdi Flah and Afshin Marani and Ahmed R. Suleiman and Moncef L. Nehdi},
  journal = {Renewable and Sustainable Energy Reviews},
  year = {2026},
  volume = {231},
  pages = {116730},
  doi = {10.1016/j.rser.2026.116730},
  url = {https://doi.org/10.1016/j.rser.2026.116730}
}

@article{FlahPortfolio2022buildingnet,
  title = {{Localization and classification of structural damage using deep learning single-channel signal-based measurement}},
  author = {Majdi Flah and M. Ragab and M. Lazhari and Moncef L. Nehdi},
  journal = {Automation in Construction},
  year = {2022},
  volume = {139},
  pages = {104271},
  doi = {10.1016/j.autcon.2022.104271},
  url = {https://doi.org/10.1016/j.autcon.2022.104271}
}

@article{FlahPortfolio2021shmreview,
  title = {{Machine Learning Algorithms in Civil Structural Health Monitoring: A Systematic Review}},
  author = {Majdi Flah and Itzel Nunez and Ben Chaabene, Wassim and Moncef L. Nehdi},
  journal = {Archives of Computational Methods in Engineering},
  year = {2021},
  volume = {28},
  pages = {2621--2643},
  doi = {10.1007/s11831-020-09471-9},
  url = {https://doi.org/10.1007/s11831-020-09471-9}
}

@article{FlahPortfolio2021strengthreview,
  title = {{Estimating compressive strength of modern concrete mixtures using computational intelligence: A systematic review}},
  author = {Itzel Nunez and Afshin Marani and Majdi Flah and Moncef L. Nehdi},
  journal = {Construction and Building Materials},
  year = {2021},
  volume = {310},
  pages = {125279},
  doi = {10.1016/j.conbuildmat.2021.125279},
  url = {https://doi.org/10.1016/j.conbuildmat.2021.125279}
}

@article{FlahPortfolio2020cracks,
  title = {{Classification and quantification of cracks in concrete structures using deep learning image-based techniques}},
  author = {Majdi Flah and Ahmed R. Suleiman and Moncef L. Nehdi},
  journal = {Cement and Concrete Composites},
  year = {2020},
  volume = {114},
  pages = {103781},
  doi = {10.1016/j.cemconcomp.2020.103781},
  url = {https://doi.org/10.1016/j.cemconcomp.2020.103781}
}

@article{FlahPortfolio2020mechanicalreview,
  title = {{Machine learning prediction of mechanical properties of concrete: Critical review}},
  author = {Ben Chaabene, Wassim and Majdi Flah and Moncef L. Nehdi},
  journal = {Construction and Building Materials},
  year = {2020},
  volume = {260},
  pages = {119889},
  doi = {10.1016/j.conbuildmat.2020.119889},
  url = {https://doi.org/10.1016/j.conbuildmat.2020.119889}
}