Research output per year
Research output per year
Personal profile
Academic Biography
I am a Lecturer (Assistant Professor) in the School of Computing, Engineering, and Digital Technologies (SCEDT) at Teesside University (TU), UK, and an Honorary Researcher in the Department of Civil, Environmental, and Geomatic Engineering (CEGE) at University College London (UCL), UK. My research aims to improve the infrastructural system and community resiliency against various extreme events using data-driven, statistical, and machine learning-based approaches. My expertise includes advanced statistical analysis, reliability engineering, Bayesian analysis, time-series analysis, machine learning, deep learning, and explainable artificial intelligence.
Education/Academic qualification
PhD, Statistical Frameworks for Improved Seismic Demand Analysis of Ordinary Bridge Structures, University of California at Irvine
Award Date: 14 Jun 2021
External positions
Honorary Researcher, University College London
Mar 2022 → …
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A deep neural network framework for real-time on-site estimation of acceleration response spectra of seismic ground motions
Fayaz, J. & Galasso, C., 3 Mar 2022, In: Computer-Aided Civil and Infrastructure Engineering.Research output: Contribution to journal › Article › peer-review
Open AccessFile16 Downloads (Pure) -
Generalized ground motion prediction model using hybrid recurrent neural network
Fayaz, J., Xiang, Y. & Zareian, F., 31 May 2021, In: Earthquake Engineering and Structural Dynamics. 50, 6, p. 1539-1561 23 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Sensitivity of the response of Box-Girder Seat-type bridges to the duration of ground motions arising from crustal and subduction earthquakes
Fayaz, J., Medalla, M. & Zareian, F., 15 Sep 2020, In: Engineering Structures. 219, 110845.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
Reliability Analysis of Steel SMRF and SCBF Structures Considering the Vertical Component of Near-Fault Ground Motions
Fayaz, J. & Zareian, F., 2 May 2019, In: Journal of Structural Engineering (United States). 145, 7, 04019061.Research output: Contribution to journal › Article › peer-review
10 Citations (Scopus) -
Structural behavior of concrete beams and columns reinforced with Waste Plastic incorporated GFRP (WPGFRP) rebars
Jawad, 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
15 Citations (Scopus)