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Pouya Taraghi, PhD, EIT

Postdoctoral Fellow, Faculty of Engineering - Civil and Environmental Engineering Dept

Pronouns: he, him, his

Contact Overview Publications

Contact

Postdoctoral Fellow, Faculty of Engineering - Civil and Environmental Engineering Dept
Email
taraghin@ualberta.ca
Address
7-358 Donadeo Innovation Centre For Engineering
9211 116 St
Edmonton AB
T6G 2H5

Overview

Area of Study / Keywords

Uncertainty and Reliability Analysis Finite Element Modeling ML-Powered Physics-Based Modeling Structural Strengthening and Rehabilitation Timber and Hybrid Structural Systems Thin-Walled Shell and Linear Infrastructure

About

Education:

  • Ph.D., Structural Engineering, University of Alberta, Edmonton, Canada, 2025.
  • M.Sc., Civil Engineering, Urmia University, Urmia, Iran, 2018.
  • B.Sc., Civil Engineering, Urmia University, Urmia, Iran, 2015.

Professional Experience:

  • Postdoctoral Fellow, University of Alberta, Edmonton, Canada, July 2025 - Present.
  • Graduate Researcher, University of Alberta, Edmonton, Canada, September 2021 - May 2025.

Featured Publications

Physics-Informed Neural Network-based Reliability Analysis of Buried Pipelines Subjected to Permanent Ground Displacement

Pouya Taraghi, Yong Li, Samer Adeeb

Reliability Engineering & System Safety. 2026 March; 10.1016/j.ress.2026.112592

Prediction of ground movement-induced pipe responses considering variable PGD magnitudes using physics-informed neural networks and transfer learning

Pouya Taraghi, Yong Li, Samer Adeeb

Engineering Structures. 2025 June; 10.1016/j.engstruct.2025.120018

Application of physics-informed neural networks for nonlinear analysis of buried steel pipelines to support pipe reinforcement against ground movement

COMPUTERS AND GEOTECHNICS. 2025 January; 10.1016/J.COMPGEO.2025.107389

AN INNOVATIVE SIMULATION-FREE APPROACH FOR PROBABILISTIC ASSESSMENT OF BURIED PIPELINE INTEGRITY UNDER LANDSLIDE-INDUCED GROUND MOVEMENT

PROCEEDINGS OF 2024 15TH INTERNATIONAL PIPELINE CONFERENCE, IPC2024, VOL 4. 2024 January;

NEURAL NETWORK FOR CONSTITUTIVE MODELING OF BEAM STRUCTURES

PROCEEDINGS OF ASME 2024 PRESSURE VESSELS & PIPING CONFERENCE, PVP2024, VOL 4. 2024 January;

Response of Buried Pipelines Under Permanent Ground Movements: Physics-Informed Deep Neural Network Approach

Pouya Taraghi, Yong Li, Nader Yoosef-Ghodsi, Matt Fowler, Muntaseer Kainat, Samer Adeeb

Pressure Vessels and Piping Conference. 2023 July; 10.1115/pvp2023-106201

RESPONSE OF BURIED PIPELINES UNDER PERMANENT GROUND MOVEMENTS: PHYSICS-INFORMED DEEP NEURAL NETWORK APPROACH

PROCEEDINGS OF ASME 2023 PRESSURE VESSELS & PIPING CONFERENCE, PVP2023, VOL 2. 2023 January;

Parametric study on buckling stability of CFRP-strengthened cylindrical shells subjected to uniform external pressure

THIN-WALLED STRUCTURES. 2021 January; 10.1016/J.TWS.2020.107411

Buckling stability performance assessment of CFRP-strengthened conical shells under uniform external pressure

Thin-Walled Structures. 2020 January; 10.1016/j.tws.2020.106618

The performance of steel conical shells reinforced with CFRP laminates subjected to uniform external pressure

Construction and Building Materials. 2019 April; 10.1016/j.conbuildmat.2019.04.015

Investigation of the Buckling Behavior of Thin-Walled Conical Steel Shells Subjected to a Uniform External Pressure

Iranian Journal of Science and Technology - Transactions of Civil Engineering. 2018 December; 10.1007/s40996-018-0213-1

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