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Reinforcement learning inclusion to alter design sequence of finite element modeling
The study explores possibilities on how to approach cross-field methods, such as the design of mechanical systems via finite element modeling, with...
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T-spline based isogeometric solid element with locally varying mesh in nonlinear dynamics
To solve nonlinear dynamic problems in three-dimensional space, this investigation presents a new isogeometric solid element and nonlinear strain...
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Enhanced prediction of thermomechanical systems using machine learning, PCA, and finite element simulation
This research paper presents a comprehensive methodology for analyzing wet clutches, focusing on their intricate thermomechanical behavior. The study...
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Updating of the complete joint characteristics of finite element model via FRF-based substructuring of complex structures
We present a novel method for updating the joint properties, including the rotational degrees of freedom (DOFs), of finite element (FE) models of...
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Deliberate introduction of a nonlinear restoring element to point wave energy absorbers: a review and assessment
Due to their simplicity, relatively high efficiency, and scalability, point wave energy absorbers (PWAs) have emerged as one of the most popular and...
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Systematic Review on Fault Diagnosis on Rolling-Element Bearing
PurposeTo maintain machinery operations smoothly, Rolling-Element Bearings (REBs) are utilized so that the entire equipment’s safety is ensured....
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Shear capacity assessment of perforated steel plate shear wall based on the combination of verified finite element analysis, machine learning, and gene expression programming
In this study, two formulations have been suggested for the calculation of the shear capacity of stiffened steel plate shear wall (SSPSW) containing...
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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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An isogeometric finite element formulation for frictionless contact of Cosserat rods with unconstrained directors
This paper presents an isogeometric finite element formulation for nonlinear beams with impenetrability constraints, based on the kinematics of...
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A Compact Four-Element MIMO Antenna for 5 G Millimeter-Wave (37–39 GHz) Applications
This study introduces an innovative four-port millimeter-wave (mm-wave) Multiple Input Multiple Output (MIMO) antenna tailored for 5 G applications....
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Virtual Element Formulation for Contact
Almost all engineering applications include structural parts that act on other elements through an area of contact. In many cases the behaviour at... -
A Bayesian sampling optimisation strategy for finite element model updating
Model Updating (MU) aims to estimate the unknown properties of a physical system of interest from experimental observations. In Finite Element (FE)...
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Triple Band-Reject Functionality from a Four-Element, Offset-Fed Fractal UWB-MIMO Antenna Incorporated with Split-Ring Resonators and U-shaped Slot
In this work, a quad-port fractal MIMO antenna is configured, simulated, and experimented for ultra-wideband performance with the elimination of...
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Coupled Finite Element and Artificial Neural Network Analysis of Interfering Strip Footings in Saturated Cohesive Soils
This study uses numerical analysis to investigate the behavior of the footing under various variables, such as footing spacing, depth, soil undrained...
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A two element EBG-inspired UWB MIMO antenna with triple band notched characteristics and high isolation
In this paper, an EBG-inspired two element triple band-notched ultra wideband multi input multi output antenna is proposed. The antenna is fabricated...
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Point Cloud Data Semantization for Parametric Scan-to-HBIM Modeling Procedures
This contribution describes research on point cloud metric data analysis and systematization of the procedures underlying Scan-to-HBIM modeling... -
Investigation of hydraulic fracture propagation in conglomerate rock using discrete element method and explainable machine learning framework
Conglomerate reservoirs are important oil and gas resources that require hydraulic fracturing for stimulation. However, the heterogeneity of...
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Calculation of an Ellipsoid-Shaped Shell Based on a Consistent Triangular Discretization Element with an Invariant Interpolation Procedure
AbstractAn algorithm has been developed that provides the stiffness matrix of the discretization element in the form of a triangular fragment of the...
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Parametric and Non-parametric Stochastic Damage Detection Based on Bayesian Model Updating Framework with Hybrid Uncertainties
Structural health monitoring (SHM) is the process of detecting, differentiating, and localizing damages of in-service structures and has been... -
Finite element and numerical analysis for structural responses of natural fibre-based epoxy composites
Natural fibres with strong mechanical characteristics that are utilized as the reinforcing phase in natural fibre-based composites can withstand a...