In the present part, the approaches utilized in the suggested intrusion recognition and Controller Area Network are presented. Initially, the convolutional neural network used in this work has been introduced, then the adversarial generator…
Category: Engineering
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Evolutionary impact of weak structural planes on overloaded anchored slope stability
Lateral Earth pressure
In slope support design, the calculation of lateral earth pressure on the slope is pivotal. Due to the slope’s inclination, the stress state calculation becomes complex. To scrutinize the stress state on an inclined…
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Research on the dynamic pressure influence and support engineering strategy of roadway group under multi section collaborative mining conditions
Numerical model construction and simulation scheme
Using FLAC3D numerical simulation software, based on the engineering overview in Section Project overview, a multi section collaborative mining roadway group model of Xifeng Mine was established,…
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Interpretable machine learning approaches to assess the compressive strength of metakaolin blended sustainable cement mortar
Rehan, R. & Nehdi, M. Carbon dioxide emissions and climate change: policy implications for the cement industry. Environ. Sci. Policy. 8 (2), 105–114. https://doi.org/10.1016/j.envsci.2004.12.006 (2005).
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Evaluation of mesoporous silica synthesized for green adsorption by modeling via machine learning and mass transfer
In this section, we outline the comprehensive methodology employed for the regression analysis of a concentration dataset comprising more than 19,000 data points. The primary objective of this analysis is to model and predict the concentration…
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Inkjet printing of amorphous indium aluminum oxide active layers for high-performance thin-film transistors
Weimer, P. K. A p-type tellurium thin-film transistor. Proc. IEEE 52(5), 608–609 (1964).
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Kim, S. Y. Active matrix organic/perovskite light emitting diodes based on MoS2 thin…
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Robust optimization for smart demand side management in microgrids using robotic process automation and grey wolf optimization
To validate the proposed RPA-GWO method for optimal dispatch of a microgrid, a comprehensive testing system should be designed, including a microgrid configuration with components such as PVs, WTs, a DE, and a BESS. The testing scenarios should…
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Enhanced residual attention-based subject-specific network (ErAS-Net): facial expression-based pain classification with multiple attention mechanisms
This section presents a comprehensive study of the proposed network structure that underlies the proposed pain perception methodology through facial analysis. The proposed method consists of four integrally combined components to solve pain…
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Optimizing load demand forecasting in educational buildings using quantum-inspired particle swarm optimization (QPSO) with recurrent neural networks (RNNs):a seasonal approach
Forecasting performance evaluation
The proposed QPSO-RNN model exhibits substantial improvements across all performance metrics when compared with both the traditional RNN and the unoptimized QPSO-RNN. Specifically, QPSO optimization of the…
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A mechanical model for lateral and axial impacts and quantification of effect on viability of SHSY5Y neuroblastoma cells
Injury mechanism and a proposed model for force quantification
In the experiment 35 mm diameter flat bottom circular petri dish was used for cell culture. The dish is half filled with media. When an axial or lateral force is transmitted to the…
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