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Feature Extraction and Attribute Recognition of Aerosol Particles from In Situ Light-Scattering Measurements Based on EMD-ICA Combined LSTM Model
Published 2024-11-01“…Therefore, we propose a feature extraction and attribute recognition method from in situ light-scattering measurements based on Bayesian Optimization, wavelet scattering transform, and long short-term memory neural network (BO-WST-LSTM), with empirical mode decomposition (EMD) and independent component analysis (ICA) algorithm for signal preprocessing. …”
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2123
Construction of Ecological Security Pattern in Beijing City Based on Minimum Resistance Model
Published 2022-06-01“…In the future, the spatial layout of ecological nodes should be optimized to obtain ecological benefits by protecting ecological sources, planning ecological corridors, and controlling the construction of critical areas of ecological towns.…”
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2124
Advanced thermal management in X-ray systems using magnetohydrodynamic nanofluids and Cattaneo-Christov heat flux model
Published 2025-07-01“…These equations are then solved using the Homotopy Perturbation Method and the fourth-order Runge–Kutta technique. …”
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2125
A comprehensive review on natural convection in various shaped enclosures by FEM: Engineering applications
Published 2025-10-01“…This review investigates how integrating the Finite Element Method (FEM) with artificial intelligence, entropy-based optimization, and experimental validation can transform the design and advancement of next-generation thermal management systems. …”
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2126
The Main Directions of Improving Higher Education in the Republic of Uzbekistan in the Context of Digital Transformation of the Economy
Published 2021-03-01“…The information base of the research is made up of materials from official statistical sources, data from periodicals. When writing the paper, methods of analysis, synthesis, special methods of working with computer networks and computer databases were used. …”
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2127
The effect of product design on recycling efficiency of lithium-ion batteries through structural equation modeling and life cycle assessment
Published 2025-04-01“…Through rigorous qualitative and quantitative analysis, this research examines the relationships between design complexity, material diversity, connection methods, and recycling process efficiency and overall recycling performance. …”
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2128
Research on path planning for mine rescue UAV based on improved Artificial Jellyfish Search algorithm
Published 2025-06-01“…To improve the path search efficiency and path optimization of mine rescue UAVs in environments with narrow passages and dense, complex obstacles, a path planning method based on the improved Artificial Jellyfish Search (IJS) algorithm was proposed. …”
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2129
Exploring the Relations Between Running Variability and Injury Susceptibility: A Scoping Review
Published 2025-02-01“…The review was constrained by the diverse subjects, methods, tasks, and outcome variables across the studies. …”
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2130
Efficient hydrogen evolution via neutral water electrolysis using nanocrystalline TiO2 electrocatalyst
Published 2025-05-01“…In this study, we report the synthesis of anatase phase TiO2 nanoparticles (NPs) with a crystallite size of 6.94 nm, achieved through a co-precipitation method specifically for neutral water electrochemical HER applications. …”
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2131
A separation algorithm for satellite-based AIS received signals based on SSA and RobustICA
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2132
Grid resource data differentiation standard based on CIM model
Published 2025-05-01“…This model can not only solve the problem of heterogeneity of power grid resource data, but also effectively integrate and process data from different sources and formats. In the process of data processing, regression analysis is used to adjust and optimize according to the actual data to ensure the accuracy and effectiveness of the data. …”
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2133
Computational Design and Bioinformatic Insights into Recombinant Whey Protein Production
Published 2025-07-01Get full text
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2134
Application of Improved Electromagnetism-like Mechanism Algorithm on Massive Remote Sensing Image Screening
Published 2025-03-01“…The traditional manual screening method is time-consuming and labor-intensive, making it difficult to meet the needs of large-scale information processing and analysis tasks across multiple fields. …”
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Distributionally robust hybrid energy management in smart mining using process-coupled primal-dual mirror descent
Published 2025-07-01“…The framework addresses three major challenges: (i) multi-source uncertainty propagation, (ii) cross-process energy coupling, and (iii) time-varying, safety-critical operational constraints. …”
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2137
An evidence-informed, community-engaged approach to designing a large-scale, impact-oriented research funding initiative to foster the implementation of transformative integrated c...
Published 2025-08-01“…Methods A multi-method qualitative, community-engaged approach was used to inform the design of a research funding strategy. …”
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2138
A comprehensive study of recent maximum power point tracking techniques for photovoltaic systems
Published 2025-04-01“…The perturb & observe (P&O) and incremental conductance (INC) methods have been used as conventional methods. In contrast, particle swarm optimization (PSO) has been used as a metaheuristic method. …”
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Laser-Ablative Structuring of Elastic Bandages—An Experimental Study
Published 2025-05-01“…We used flat top light sources, short focal field mirrors, and low power lasers instead of the Gaussian light sources, long focal field mirrors, and high-power lasers used in traditional methods. …”
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Thermal performance analysis of magnetohydrodynamic Al2O3-SiO2-TiO2/water ternary hybrid nanofluid in converging and diverging channels with nanoparticle shape effects
Published 2024-12-01“…This understanding is crucial for optimizing industrial processes, such as cooling systems and heat exchangers. …”
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