Physics-informed neural networks for solving forward and inverse problems in complex beam systems

T Kapoor, H Wang, A Núñez… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article proposes a new framework using physics-informed neural networks (PINNs) to
simulate complex structural systems that consist of single and double beams based on Euler …

Natural frequency investigation of graphene oxide powder nanocomposite cylindrical shells surrounded by Winkler/Pasternak/Kerr elastic foundations with a focus on …

E Sobhani, M Koohestani, Ö Civalek, M Avcar - Engineering Analysis with …, 2023 - Elsevier
For the first time, the present research examines the free vibration responses, Natural
Frequencies (NFs), of Graphene Oxide Powder (GOP) nanocomposite cylindrical shells …

Vibrations of porous functionally graded CNT reinforced viscoelastic beams connected via a viscoelastic layer

OZS Ong, MH Ghayesh, D Losic - International Journal of Engineering …, 2023 - Elsevier
This work analyses the vibrational response of porous viscoelastic functionally graded (FG)
carbon nanotube (CNT) reinforced double beams. The beams are simply supported …

Properties, applications, and prospects of carbon nanotubes in the construction industry

S Yang - Architecture, Structures and Construction, 2023 - Springer
Nanotechnology and nanomaterials have offered sustainable design options for the built
environment and enabled architects to design more flexible architectural forms. Carbon …

[HTML][HTML] Dynamic behaviour of carbon-nanotube reinforced functionally graded double-arch systems

OZS Ong, MH Ghayesh - International Journal of Engineering Science, 2024 - Elsevier
The goal of the current investigation is to determine the dynamic behaviour of double-arch
systems: the system is made of two arches reinforced by three different functionally graded …

Thermal frequency analysis of double CNT-reinforced polymeric straight beam

MA Ghandehari, AR Masoodi, SK Panda - Journal of Vibration …, 2024 - Springer
Purpose This paper reported the modeling steps of coupled beam nanocomposite system
and its fundamental frequency characteristics. The model has been derived for two straight …

Free vibration analysis of functionally graded carbon nanotubes reinforced double plates

OZS Ong, MH Ghayesh, N Fantuzzi… - Mechanics Based Design …, 2024 - Taylor & Francis
The specific objective of this study is to analyze the dynamics of functionally graded carbon
nanotubes (FGCNT) reinforced double plates. Connected via an elastic layer, the plates …

Transient analysis of functionally graded graphene oxide powders-reinforced porous composite beams resting on elastic foundations using the reproducing kernel …

M Fouaidi, K Belfallah, M Jamal… - Engineering Analysis with …, 2023 - Elsevier
In this paper, we propose a numerical algorithm, combining the reproducing kernel particle
collocation (RKPC) meshless method with the implicit Newmark time integration scheme to …

Natural frequency response of FG-CNT coupled curved beams in thermal conditions

AR Masoodi, MA Ghandehari, F Tornabene, R Dimitri - Applied Sciences, 2024 - mdpi.com
This study investigates the sensitivity of dynamic properties in coupled curved beams
reinforced with carbon nanotubes (CNTs) to thermal variations. Temperature-dependent …

Analytic Solution of Timoshenko-Like Deformation in Bidirectional Functionally Graded Beams

Amandeep, SJ Singh, SS Padhee - Journal of Engineering …, 2024 - ascelibrary.org
The variational asymptotic method (VAM) was used to analyze the deformation behavior of
bidirectional functionally graded material (FGM) beams under transverse loading. Gradation …