Background: Dr. Pouya Taraghi is a Postdoctoral Fellow in
Civil/Structural Engineering at the University of Alberta,
working under the supervision of Dr. Hossein Daneshvar. He completed his Ph.D. with
honors and distinction
in the
Structural
Modeling and Reliability Analysis (SM&RA) Group at the University of
Alberta under the
supervision of Dr. Yong Li and Dr. Samer Adeeb. His doctoral research focused on the
reliability and integrity
of buried pipelines subjected to ground movement, involving the development of
advanced mechanics-based
models and the application of Physics-Informed Neural Networks (PINNs) for efficient
structural reliability
analysis.
Dr. Taraghi has published several papers in highly ranked engineering journals and
leading international
conferences
(Google
Scholar) . He has also
contributed as a reviewer for
journals such as the Journal of Building Engineering, Algorithms, Symmetry,
Processes, and for the
International Pipeline Conference (IPC).
His research areas include reliability analysis, machine learning
applications in civil engineering,
advanced numerical methods, pipeline engineering, thin-walled structures, timber and
sustainable structures,
and structural reinforcement with composite materials for resilient and sustainable
infrastructure. In addition to
his pipeline-focused research, Dr. Taraghi is actively engaged in projects on
sustainable timber systems as part
of the
Advanced Research in
Timber Systems (ARTS)
Group, and he supervises and
mentors graduate and
undergraduate students in both pipeline and timber research projects.