Category: 7. Maths

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  • Grid-connected PV inverter system control optimization using Grey Wolf optimized PID controller

    Grid-connected PV inverter system control optimization using Grey Wolf optimized PID controller

    Today, we are confronted with urgent challenges such as rising temperatures, poor air quality, environmental degradations, all of which are adversely impacting our health and the planets ecology. Addressing these issues is crucial for…

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  • Quantum annealing feature selection on light-weight medical image datasets

    Quantum annealing feature selection on light-weight medical image datasets

    Mutual information feature selection QUBO

    The goal for our FS method is to define an optimization objective tailored to a QUBO and complying with the constraints introduced by the current hardware. Consider an image dataset consisting of square,…

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  • Leveraging multimodal large language model for multimodal sequential recommendation

    Leveraging multimodal large language model for multimodal sequential recommendation

    In this section, we first introduce the datasets, baselines, evaluation protocols, and parameter settings of the experiments, and subsequently conduct extensive experiments and ablation studies, with the aim of addressing the following research…

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  • Robust zero-watermarking for color images using hybrid deep learning models and encryption

    Robust zero-watermarking for color images using hybrid deep learning models and encryption

    Generally, effective zero-watermarking necessitates both durability and invisibility. Zero-watermarking is exceptionally imperceptible by design, and durability is a critical requirement. In this section, we will conduct a series of tests to…

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  • Intelligent text analysis for effective evaluation of english Language teaching based on deep learning

    Intelligent text analysis for effective evaluation of english Language teaching based on deep learning

    Dataset collection

    This experiment uses the Automated Student Assessment Prize (ASAP) dataset, which contains a large number of English compositions primarily designed to evaluate students’ writing proficiency. The ASAP dataset includes eight…

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  • Accurate segmentation of localized fuel cladding chemical interaction layers in SEM micrographs with deep learning method

    Accurate segmentation of localized fuel cladding chemical interaction layers in SEM micrographs with deep learning method

    U-Zr based metallic fuels have been recognized as a promising nuclear fuel candidate for sodium-cooled fast reactors (SFRs)References1. One critical phenomenon affecting the performance of these fuels is fuel/cladding chemical interaction (FCCI),…

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  • The analysis of interactive furniture design system based on artificial intelligence

    The analysis of interactive furniture design system based on artificial intelligence

    Datasets collection

    In the selection process of furniture models for this study, it screens based on key factors such as diversity, functionality, and practical application needs. This study chooses the 3D- Furniture Shape with TextURE (FUTURE)…

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  • Seedless: on-the-fly pulse calculation for NMR experiments

    Seedless: on-the-fly pulse calculation for NMR experiments

    Pulse sequence design using Seedless

    Specific instructions for how to setup a Seedless input script are provided (Supplementary Note 4). The examples described in this work are provided as demonstrations that come with the software download. A…

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  • Real time blood detection in CCTV surveillance using attention enhanced InceptionV3

    Real time blood detection in CCTV surveillance using attention enhanced InceptionV3

    In this section, we present an overview of BloodCCTV-9500, the architecture of the blood detection network, and a feasibility study. Additionally, we discuss the modifications made to the InceptionV3 model to improve detection capabilities….

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