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Application of Machine Learning and Deep Learning in Finite Element Analysis: A Comprehensive Review
AbstractMachine learning (ML) has evolved as a technology used in even broader domains, ranging from spam detection to space exploration, as a result...
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An Augmented Reality Platform for Interactive Finite Element Analysis
Finite element analysis (FEA) is usually carried out off-site and using computer desktops, i.e., computer-generated graphics, which does not promote...
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Conceptual Design Strategy of the Permanent Magnet Synchronous Motors Using Three-Dimensional Static Finite Element Analysis
In this paper, three-dimensional (3D) static finite element analysis (S-FEA) is proposed to perform a conceptual design when the analysis target is...
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The Finite Element Approach
The finite element method is a numerical procedure for examining structures and continua. Typically, the problem addressed is too complicated to be...
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A finite element approach for simplified 2D nonlinear dynamic contact/impact analysis
In this paper, a simplified numerical approach for finite element dynamic analysis of an inelastic solid structure subjected to solid object impact...
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Fast visualization of finite element analysis results using multiresolution meshes
This paper presents a new method for fast visualization of finite element analysis results using multiresolution meshes. The original mesh of a...
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Enhancing building sustainability through aerodynamic shading devices: an integrated design methodology using finite element analysis and optimized neural networks
In the quest for sustainable building solutions, attention has increasingly turned to innovative structural designs and technologies that minimize...
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Basics of Finite Element Applications to Pipelines
The use of finite element analyses (FEA) is widespread in pipeline engineering practice, in particular for major hazard industries such as oil and...
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Study of the Elastic Buckling Structural Behavior Using Finite Element Analysis
The study of slender structures in mechanical or civil/industrial constructions represents a continuous challenge from the view point of the risk...
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Modeling and analysis of the effect of strain gradient to design diaphragm for pressure sensing application through finite element analysis
Capacitive and optical-based pressure sensors are considered for wide application in industries and R&D labs due to their superior performance. In...
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Finite Element Domain Decomposition Procedures
A detailed explanation (including examples) of different finite element algorithms based on “divide-and-conquer” strategies (such as classical...
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Prediction of the fatigue curve of high-strength steel resistance spot welding joints by finite element analysis and machine learning
The process of resistance spot welding is extensively utilized in automotive assembly. Analyzing the fatigue strength of resistance spot welded (RSW)...
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Finite element studies on Triply Periodic Minimal Surfaces (TPMS)–based hip replacement implants
Hip joint replacement surgeries, specifically total hip arthroplasty (THA), play a crucial role in improving the patient’s range of motion and...
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Finding globally optimal arrangements of multiple point loads in structural design using a single FEA
Many structures around us are designed to carry point loads. Such structures are typically sensitive to load arrangements, including load locations,...
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Finite element-based analysis of optimally designed steel plane frames
In this paper, a three-story two-span steel frame and a five-story irregular steel frame models are examined. Hunting Search algorithm (HuS),...
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Finite Element Analysis of Hollow Core Floor Subjected to Point Load
The paper focuses on the finite element modelling of a floor slab made of prefabricated hollow core floor units. The subject of the numerical...
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Soft pads for robotic limbs: achieving human finger compliance via finite element optimization
Human fingers possess compliant contact interfaces with predetermined compliance properties. Replicating these compliance properties in robotic...
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Hybrid modeling for permanent-magnet electrical machines using Maxwell-Fourier and finite-element method
This paper is the first that proposes an extended hybrid analytical method (HAM) based on a two-dimensional (2-D) coupling between the...
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Comparative Study of a Patient-Specific TMJ Implant—Finite Element Analysis Approach
Designing the perfect alloplastic implant is the most critical aspect of Oral and Maxillofacial surgery. TMJ disorder develops at a rate of 4% every...
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Vibration analysis of permanent magnet synchronous motor using coupled finite element analysis and optimized meshless method
Conventional finite element analysis (FEA) performed in electromagnetic-vibration coupling calculation of motor suffers from several significant...
