Sustainable design of self-consolidating green concrete with partial replacements for cement through neural-network and fuzzy technique

S Han, D Zheng, B Mehdizadeh, EA Nasr… - Sustainability, 2023 - mdpi.com
In order to achieve a sustainable mix design, this paper evaluates self-consolidating green
concrete (SCGC) properties by experimental tests and then examines the design …

Analytical assessment of the structural behavior of a specific composite floor system at elevated temperatures using a newly developed hybrid intelligence method

S Han, Z Zhu, M Mortazavi, AM El-Sherbeeny… - Buildings, 2023 - mdpi.com
The aim of this paper is to study the performance of a composite floor system at different heat
stages using artificial intelligence to derive a sustainable design and to select the most …

Dynamic responses of functionally graded origami-enabled auxetic metamaterial sector plate induced by mechanical shock: Application of innovative machine …

E Zhang, Y Chen, EA Nasr - Mechanics of Advanced Materials and …, 2023 - Taylor & Francis
For the first time, in the current work, the quasi-3D new refined theory (Q3D-NRT) is used to
analyze the dynamic reactions of functionally graded (FG) annular sector plates made of …

Prediction of the compressive strength of vibrocentrifuged concrete using machine learning methods

AN Beskopylny, SA Stel'makh, EM Shcherban'… - Buildings, 2024 - mdpi.com
The determination of mechanical properties for different building materials is a highly
relevant and practical field of application for machine learning (ML) techniques within the …

AI-based solution on the efficient structural design of the graphene-platelets reinforced concrete ceilings

W Yang, G Yan, EM Awwad… - Mechanics of Advanced …, 2024 - Taylor & Francis
Due to the importance of safety in the process of structural designing of the modern
buildings' ceiling, this study gravitates on a novel topic of analyzing thermoelastic response …

Nonlinear vibration analysis of graphene platelets reinforced nanocomposite doubly curved concrete panels subjected to thermal shock: development of an artificial …

G Yan, X Zhou, MA El-Meligy… - Mechanics of Advanced …, 2024 - Taylor & Francis
When the temperature gradient across a component quickly changes, a phenomenon
known as thermal shock occurs that exposes the component to fast variable thermal stresses …

Energy absorption in composite structure reinforced with advanced functionally graded nano-materials: Artificial intelligence and numerical approaches

G Chen, L Xia, Y Wu, AM Alshamrani - Mechanics of Advanced …, 2023 - Taylor & Francis
The energy absorption characteristics of materials and structures are crucial for ensuring the
safety of structures when subjected to mechanical forces. This study focuses on the …

Artificial neural network-enhanced mathematical simulation based on Carrera unified formulation for dynamic analysis and structural integrity assessment of advanced …

X You, G Yan, KA Alnowibet… - Mechanics of Advanced …, 2024 - Taylor & Francis
This article presents the application of the Carrera Unified Formulation (CUF) for dynamic
analysis and structural integrity assessment of advanced nanocomposite-reinforced tunnel …

Application of artificial intelligence and numerical method to improve the natural oscillation of the sport mountain bike tires

K Liu, Q Liu, MA El-Meligy, M Sharaf - Mechanics of Advanced …, 2024 - Taylor & Francis
This research gravitates toward the acceleration in the computation process required for
analyzing the temporal stability of the graphene-platelets enriched nanocomposite sport …

Application of innovative SVM-PSO-GA algorithm to study vibrations of improved perovskite solar cells

X Guo, A Alharbi, AM Alansari - Mechanics of Advanced Materials …, 2024 - Taylor & Francis
This study investigates the vibrations of graphene oxide powders (GOPs) reinforced
perovskite solar cells surrounded by an elastic foundation using both mathematical …