The evaluation of the new model has been concluded by completing PCA, KNN-SVM-NB, and RF integrated classification. By varying the relevant parameters of PCA and eliminating the non-compliant factors, a data model that meets our expectations is…
Category: Engineering
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Thermal study of Fe3O4/blood and CoFe2O4/blood magneto nanofluids study over an exponential surface inspired by convective heating and radiations
This investigation deals with 3D boundary layer flow (Fig. 1) of two types of bio-nanofluids (Fe3O4/blood, and CoFe2O4/blood) over an exponential surface. The surface is subject to uniform stretching with velocities (\({U_w}=\frac{{{U_o}}}{{{e^{…
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Parametric optimization of the slot waveguide characteristics using a machine-learning approach
Xu, Q., Almeida, V. R., Panepucci, R. R. & Lipson, M. Experimental demonstration of guiding and confining light in nanometer-size low-refractive-index material. Opt. Lett. 29, 1626–1628. https://doi.org/10.1364/OL.29.001626 (2004).
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Study on the battery thermal management system for cylindrical lithium-ion battery with nano-doped phase change material and liquid cooling
Temperature distributions for different C rates at natural convection conditions
Initially, the experiment was performed to explore the temperature distribution at natural convection conditions. Figure 7 explains the temperature vs. number of…
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A high-precision segmentation method based on UNet for disc cutter holder of shield machine
Experimental environment and evaluation indicators
The segmentation models used in this study are trained on a server with running 256G memory. It is implemented using the Python 3.7.0 programming language under the PyTorch 1.11.0 deep learning…
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Enhanced RF analog linearity in metal gate modulated heterojunction based uniform TFET for label-free detection of dengue NS1 protein
Moore, G. E. Cramming more components onto integrated circuits. Proc. IEEE 86, 82–85 (1998).
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Chien, A. A. & Karamcheti, V. Moore’s law: The first ending and a new beginning….
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Numerical simulation on residual axial compression bearing capacity of square in square CFDST columns after lateral impact
General description
A total of 13 specimens of square in square CFDST column have been designed. The detailed information and loading conditions of the specimens are shown in Table 1. Among them, Bo and Bi represent the side lengths of the outer…
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Finite element analysis of maxillary arch distalization using skeletal anchorage at three different application regions
The effectiveness of distalization depends on precise force application and strategic anchorage positioning. In continuous archwire systems, inadequate anchorage can cause unpredictable tooth movements due to complex force distribution15,27….
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Generative artificial intelligence in entrepreneurship education enhances entrepreneurial intention through self-efficacy and university support
Theory of planned behavior
The Theory of Planned Behavior (TPB) provides a robust and widely validated framework for deciphering the antecedents of individual behavior, particularly within the domain of entrepreneurial intention13,20. In its…
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AI image enhancement for failure analysis in 3D quantum information technology
SAM measurement and data generation
We utilize C-Scan SAM to generate the experimental data. Figure 1a shows the basic working principle of a SAM device. The transducer produces acoustic pulses which are focused via an appropriate lens onto the…
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