Using Hybrid Neural Networks to Improve Traffic Prediction and Congestion Management by Ali Abd Samir

“…Validation is done through various methods that prove the practicality and efficiency of the developed deep learning methodologies for real-time congestion monitoring and management systems.       …”
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Comprehensive and Dedicated Metrics for Evaluating AI-Generated Residential Floor Plans by Pengyu Zeng, Jun Yin, Yan Gao, Jizhizi Li, Zhanxiang Jin, Shuai Lu

“…A comparison of RFP-A and existing metrics was conducted both qualitatively and quantitatively, and it was revealed that RFP-A provides more robust, interpretable, and computationally efficient assessments of the accuracy and diversity of generated plans. …”
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Experimental assessment and analysis of mass transport limiting current density in water vapor-fed polymer electrolyte membrane electrolyzers by Mary Anna Ebbert, Shawn Litster

“…Abstract Polymer electrolyte membrane water electrolyzers (PEMWEs) are a critical technology for efficient hydrogen production to decarbonize fuels and industrial feedstocks. …”
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Investigation of the Contamination Control in a Cleaning Room with a Moving AGV by 3D Large-Scale Simulation by Qing-He Yao, Qing-Yong Zhu

“…The effect of the high efficiency particular air (HEPA) filter on contamination control is studied and the proper setting of the speed of the clean air flow is also investigated. …”
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Experimental Study on Bioluminescence Tomography with Multimodality Fusion by Yujie Lv, Jie Tian, Wenxiang Cong, Ge Wang

“…To verify the influence of a priori information on the nonuniqueness problem of bioluminescence tomography (BLT), the multimodality imaging fusion based BLT experiment is performed by multiview noncontact detection mode, which incorporates the anatomical information obtained by the microCT scanner and the background optical properties based on diffuse reflectance measurements. In the reconstruction procedure, the utilization of adaptive finite element methods (FEMs) and a priori permissible source region refines the reconstructed results and improves numerical robustness and efficiency. …”
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Visible light photocatalytic degradation of tetracycline using copper ferrite nanoparticles synthesized via Glycine-Assisted combustion method by A. Dinesh, K. Radhakrishnan, V. Renuga, Rajendra P. Patil, Suriyaprakash Rajadesingu, S. Suthakaran, L. Guganathan, Manikandan Ayyar, Madhappan Santhamoorthy, Lalitha Gnanasekaran, Munawar Iqbal

“…Copper Ferrite (CuFe2O4) nanoparticles (NPs) were synthesized by the combustion-assisted method using glycine as a fuel to evaluate their photocatalytic degradation efficiency for tetracycline (TC) under visible light. …”
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Application of Image Segmentation Algorithm Based on Partial Differential Equation in Legal Case Text Classification by Jingliang Sun

“…The experimental results show that the model completes the legal case text classification, the performance of each functional module of the legal case text classification system is good, and the efficiency and quality of the legal case text classification are improved.…”
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Principal networks. by Jonathan D Clayden, Michael Dayan, Chris A Clark

“…Graph-theoretic measures of network cost and efficiency may be calculated separately for each principal network. …”
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Fitted Tension Spline Scheme for a Singularly Perturbed Parabolic Problem With Time Delay by Sisay Ketema Tesfaye, Gemechis File Duressa, Tekle Gemechu Dinka, Mesfin Mekuria Woldaregay

“…Three numerical examples are considered to validate the efficiency and applicability of the proposed scheme. …”
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Design and Development of Vortex Generators on Cylindrical Tower by Amnart Boonloi, Anan Sudsanguan, Withada Jedsadaratanachai

“…In addition, the vortex generator with h=2D performs the highest updraft speed, which leads to the best efficiency for ventilation.…”
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Exploring Solution Strategies for Volterra Integro-Differential Lane–Emden Equations in Astrophysics Using Haar Scale 3 Wavelets by Ratesh Kumar, Sabiha Bakhtawar, Homan Emadifar

“…Comparative analysis against various techniques demonstrates the superior accuracy and efficiency of our method. Despite challenges such as the discontinuity of Scale 3 Haar Wavelets and singularity issues of Lane–Emden-type equations, our algorithm paves the way for extending its application to a wide range of physical problems.…”
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Research on the desalination kinetics of carbon tableting electrodes for capacitive deionization water purification by Yu Liang, Youheng Song, Yuchen Sun, Lan Luo, Jing Wang, Junjie He

“…Capacitive Deionization (CDI) stands out due to its efficient and environmentally friendly advantages. …”
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Electrochemical Deposition and Dissolution of Thallium from Sulfate Solutions by Ye. Zh. Ussipbekova, G. A. Seilkhanova, Ch. Jeyabharathi, F. Scholz, A. P. Kurbatov, M. K. Nauryzbaev, A. Berezovskiy

“…According to the dependence of current on stirring rate and scan rate, this process is diffusion limited. Chronocoulometry showed that the electrodeposition can be performed with a current efficiency of up to 96% in the absence of oxygen.…”
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Influence of Germanium Sulfide on the Structure, Ag-Ion Conductivity and Stability of Glasses in the GeS₂-Sb₂S₃-AgI System by Viktor Markov, Talib Farziev, Nikita Dybin

“…This article discusses the superionic glassy GeS₂-Sb₂S₃-AgI system with mobile silver ions as a material for creating new energy-efficient solid-state ion emitters. The effect of replacing silver iodide with germanium sulfide on the structure of the electrolyte, activation energy of diffusion, and specific ionic conductivity was studied. …”
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Poverty alleviation through e-commerce: Village involvement and demonstration policies in rural China by Chao PENG, Biao MA, Chen ZHANG

“…E-commerce is also considered as an efficient channel to alleviate poverty in rural China. …”
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Ceramic Stereolithography of Li₇La₃Zr₂O₁₂ Micro-Embossed Sheets for Solid Electrolyte Applications by Fiona Spirrett, Ayaka Oi, Soshu Kirihara

“…These findings support the potential application of ceramic stereolithography for fabricating efficient solid electrolytes for next-generation telecommunications and mobile devices.…”
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Enhanced power density in solid oxide fuel cells using nickel-assisted gadolinium-doped ceria anodes. by Nacer Badi, Aashis S Roy, Raghavendra Sagar, Saleh A Alghamdi, Abdulrhman M Alsharari, Alex Ignatiev

“…DC conductivity measurements revealed that LSCO exhibited a high conductivity of 5.2 S/cm, attributed to the efficient flow of electrons through the electrolyte, highlighting its potential as a promising cathode material. …”
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The effectiveness of ulcerative colitis treatment depending on the route of medical drug usage by V. O. Petryna

“…The combination of basic UC therapy and Bifidumbacterin in microclysters is efficient enough to achieve and maintain remission, to reduce inflammation of the colon mucous membrane and to correct dysbiosis. …”
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Enhanced Yolov8 network with Extended Kalman Filter for wildlife detection and tracking in complex environments by Langkun Jiang, Li Wu

“…Amid a growing global focus on ecological conservation and biodiversity monitoring, the efficient identification and tracking of wildlife are essential for environmental research, wildlife protection, and habitat management. …”
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Rhizon sampler alteration of deep ocean sediment interstitial water samples, as indicated by chloride concentration and oxygen and hydrogen isotopes by Madeline D. Miller, Jess F. Adkins, David A. Hodell

“…The Rhizon sampler, a nondestructive tool developed for terrestrial sediment interstitial water extraction, has been proposed for efficient and nondestructive sampling of ocean sediment pore waters. …”
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