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Optimizing Energy and Spectral Efficiency in Mobile Networks: A Comprehensive Energy Sustainability Framework for Network Operators
Published 2025-01-01“…This paper introduces the Energy Sustainability Framework, which provides a composite index to evaluate the spectral and energy efficiencies of BSs, summarised across four classes: A, B, C, and D. This framework supports network auditing, benchmarking, monitoring, and energy efficiency optimization while ensuring the desired Quality of Service (QoS). …”
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Optimizing 5G resource allocation with attention-based CNN-BiLSTM and squeeze-and-excitation architecture
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Optimizing water purification in double slope solar stills using abc algorithm and machine learning techniques
Published 2025-04-01“…In this era of intelligent optimization, this study integrates metaheuristic algorithms, computational intelligence, and statistical modeling to enhance performance. …”
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Optimizing security and energy efficiency in IoT-Based health monitoring systems for wireless body area networks
Published 2025-07-01“…The primary aim of this research is to optimize both energy consumption and data integrity within WBAN-based health monitoring systems. …”
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A deep neural network approach for optimizing charging behavior for electric vehicle ride-hailing fleet
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Data-driven microstructural optimization of Ag-Bi-I perovskite-inspired materials
Published 2025-07-01“…Processing parameters for AgBiI4 were optimized from over 1700 possible synthesis conditions within 3.5 min, yielding experimentally validated films with no visible pinholes and average grain sizes 14.5% larger than the historical mean. …”
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Enhanced light extraction by optimizing near-infrared perovskite-based light emitting diode (PeLED)
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