Projects per year
I am a Senior Research Lecturer in the School of Computing, Engineering, and Digital Technologies (SCEDT) at Teesside University (TU), UK, and an Honorary Fellow in the Department of Civil, Environmental, and Geomatic Engineering (CEGE) at University College London (UCL), UK. My research is based on interdisciplinary goals of improving community resiliency and sustainability, especially against extreme events (such as earthquakes, pipe-leakages, climate change, etc.), through a lens of data science and artificial intelligence. My expertise includes advanced statistical analysis, reliability engineering, surrogate modeling, digital twining, data-driven health monitoring, Bayesian analysis, time-series analysis, machine learning, deep learning, and explainable artificial intelligence.
PhD, Statistical Frameworks for Improved Seismic Demand Analysis of Ordinary Bridge Structures, University of California at Irvine
Award Date: 14 Jun 2021
Invited Lecturer, Universidad de los Andes Chile
Mar 2023 → Apr 2023
Honorary Fellow, University College London
1 Apr 2022 → …
Invited Lecturer, Universidad San Francisco de Quito
1 Oct 2021 → 20 Dec 2021
Research Fellow, University College London
5 Mar 2021 → 30 Jan 2022
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KTP - Teesside University and Nicander: Intelligent Digital Twin for Transport Infrastructure Management
Rahimian, F., Occhipinti, A. & Fayaz, J.
1/09/22 → 28/02/25
Accelerated Knowledge Transfer - IDTC - Nicander
13/02/23 → 7/05/23
A deep neural network framework for real-time on-site estimation of acceleration response spectra of seismic ground motionsFayaz, J. & Galasso, C., 3 Mar 2022, In: Computer-Aided Civil and Infrastructure Engineering.
Research output: Contribution to journal › Article › peer-reviewOpen AccessFile40 Downloads (Pure)
Assessment of ground motion amplitude scaling using interpretable Gaussian process regression: Application to steel moment framesFayaz, J., Torres-Rodas, P., Medalla, M. & Naeim, F., 7 Jan 2023, (E-pub ahead of print) In: Earthquake Engineering and Structural Dynamics.
Research output: Contribution to journal › Article › peer-reviewOpen AccessFile14 Downloads (Pure)
A recurrent-neural-network-based generalized ground-motion model for the Chilean subduction seismic environmentFayaz, J., Medalla, M., Torres-Rodas, P. & Galasso, C., 1 Jan 2023, In: Structural Safety. 100, 16 p., 102282.
Research output: Contribution to journal › Article › peer-reviewOpen AccessFile9 Downloads (Pure)
Structural behavior of concrete beams and columns reinforced with Waste Plastic incorporated GFRP (WPGFRP) rebarsJawad, F., Adarsha, C. Y., Raghavendra, T., Udayashankar, B. C. & Natarajan, K., 26 Jan 2019, In: Journal of Building Engineering. 23, p. 172-184 13 p.
Research output: Contribution to journal › Article › peer-review
A generalized ground-motion model for consistent mainshock–aftershock intensity measures using successive recurrent neural networksFayaz, J. & Galasso, C., 20 Jun 2022, In: Bulletin of Earthquake Engineering.
Research output: Contribution to journal › Article › peer-reviewOpen Access