What factors influence the willingness and intensity of regular mobile physical activity?— A machine learning analysis based on a sample of 290 cities in China by Hao Shen, Bo Shu, Jian Zhang, Yaoqian Liu, Ali Li

“…., walking) tend to amplify both promotional and inhibitory effects of the factors. (3) Some influencing factors display typical non-linear effects, consistent with findings from micro-scale studies.DiscussionThe findings provide comprehensive theoretical support for understanding and optimizing physical activity among urban residents. …”
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Development of an advanced multimode refractive index plasmonic optical sensor utilizing split ring resonators for brain cancer cell detection by Ali Khodaie, Hamid Heidarzadeh, Farrokhfar Valizadeh Harzand

“…Through detailed parametric analysis, we optimize critical dimensional parameters to achieve superior performance. …”
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Accurate quantification of the algebraic, multiplicative algebraic, and simultaneous iterative reconstruction techniques in ionosphere rebuilding based on the TIEGCM assessment by Ao Qi, HaiBing Ruan

“…We use the TIEGCM simulations as the targeted ionosphere because the current measurements are far from able to realistically reproduce the ionosphere in detail. Optimized designations of satellite measurements are conducted to investigate the limiting performance of CIT methods in ionospheric reconstruction. …”
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Social, Racial, and Economic Disparities Affecting Outcomes of Hypertensive Adolescents by Kanya Singhapakdi, Amelia Haydel, Marla Johnston, Shengping Yang, Tamara Bradford, Dedrick Moulton, Thomas R. Kimball

“…The results of this study provide both a deeper understanding of the challenges these patients face and the opportunity to develop real‐life interventions that can optimize clinical outcomes.…”
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Synbiotics effects of d-tagatose and Lactobacillus rhamnosus GG on the inflammation and oxidative stress reaction of Gallus gallus based on the genus of cecal bacteria and their me... by Yuanqiang Lv, Jie Chu, Xiaoxiao Zhang, Xuan Li, Aijiao Yin, Industrial Microbiology Laboratory

“…Treat Gallus gallus exhibiting oxidative stress and immune response caused by aflatoxin b1 with optimal synbiotics for 14 days, detect the changes of inflammatory markers and oxidative stress markers of Gallus gallus using qRT-PCR, and identified the intestinal bacteria genera and their metabolites in the cecum of Gallus gallus using gut microbiota and metabolomics analysis.…”
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Modelling and Simulation of Perturb and Observe MPPT Algorithm Based on The PI Controller for Photovoltaic System by Ahlam Mohamad Shakoor, Hersh Hasan Taha

“…The proposed model is used to simulate and optimize the photovoltaic array output current, voltage and power features under various environmental conditions including solar temperature and radiation. …”
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CLAPPING, VIBRATING, POSTURAL DRAINAGE, AND EFFECTIVE COUGH AS MEASURES TO RESOLVE THE PROBLEM OF INEFFECTIVE AIRWAY CLEARANCE IN PATIENTS WITH BRONCHITIS by Wahyu Pranoto, Difran Nobel Bistara, Umdatus Soleha, Priyo Mukti Pribadi Winoto

“…Nurses are expected to be able to apply effective chest and cough physiotherapy to patients so that optimal action is achieved and the patient performs independently. …”
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Comparison of Different IOL Types in the Flanged IOL Fixation Technique by Yusaku Miura, Yosuke Harada, Yoshiaki Kiuchi

“…On the other hand, PN6A IOLs was easy to maneuver within the anterior chamber, and the operation time was shorter when using PN6A IOLs. Selection of optimal IOLs for flanged IOL fixation necessitates an understanding of their characteristics in terms of intraoperative and postoperative complications.…”
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Improving Health Through Indoor Environmental Quality Monitoring: A Review of Data-Driven Models and Smart Sensor Innovations by Kidari Rachid, Tilioua Amine

“…Other research has successfully reconstructed indoor temperature profiles, essential for optimizing heating, ventilation and air-conditioning systems. …”
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Improved Neutral Density Predictions Through Machine Learning Enabled Exospheric Temperature Model by Richard J. Licata, Piyush M. Mehta, Daniel R. Weimer, W. Kent Tobiska

“…We utilize derived temperature data and optimize a nonlinear machine‐learned (ML) regression model to improve upon the performance of the linear EXospheric TEMPeratures on a PoLyhedrAl gRid (EXTEMPLAR) model. …”
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The effect of plasma nitriding duration on the tribological performance of Ni-B-Gr self-lubricant composite coatings on AISI 4140 steel by Vahid Niksefat, Farzad Mahboubi

“…However, longer nitriding durations leveled surface peaks and valleys, optimizing roughness for improved tribological performance. …”
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Fake News Detection and Classification: A Comparative Study of Convolutional Neural Networks, Large Language Models, and Natural Language Processing Models by Konstantinos I. Roumeliotis, Nikolaos D. Tselikas, Dimitrios K. Nasiopoulos

“…These findings emphasize the importance of fine-tuning large language models (LLMs) to optimize the performance for complex tasks such as fake news classifier development, where capturing subtle contextual relationships in text is crucial. …”
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Cloud Computing Resource Scheduling Algorithm Based on Unsampled Collaborative Knowledge Graph Network by Haichuan Sun, Liang Gu, Chenni Dong, Xin Ma, Zeyu Liu, Zhenxi Li

“…Based on graph convolutional neural networks, analyze the target load of cloud platforms, construct multi hop data transmission paths one by one, and perform deep level information load balancing; Establish a multiplexing information transmission model, correct the initial weights of graph convolutional neural networks, combine reverse transmission calculation methods, integrate and balance cloud computing resources, and confirm the optimal resource scheduling plan; Integrating class convolution and human-machine interaction attention mechanism, the value of the previous time series neural unit is transferred to the current neural unit, and the classification output sequence of knowledge graph relational data feature fragments is analyzed. …”
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Environmentally friendly membrane based on chitosan, citric acid, and calcium for slow-release fertilizer by Taufik Abdillah Natsir, Alvina Mita Iknawati, Iqbal Dian Wanadri, Dwi Siswanta, Retno Ariadi Lusiana, Sari Edi Cahyaningrum

“…The CS/St/Ca film membranes can function optimally as a urea SRF coating material with a release rate of 3.37–9.46 ppm day−1. …”
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Drop-size-dependent effects in leading-edge rain erosion and their impact on erosion-safe mode operation by N. Barfknecht, D. von Terzi

“…This paper also provides a formal derivation of impingement and describes a method for finding optimal ESM strategies.</p>…”
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Effect of Emission Penalty and Annual Interest Rate on Cogeneration of Electricity, Heat, and Hydrogen in Karachi: 3E Assessment and Sensitivity Analysis by Mehdi Jahangiri, Ali Mostafaeipour, Habib Ur Rahman Habib, Hamed Saghaei, Asad Waqar

“…To this end, 4500000 possible cases were analyzed, simulated, and optimized with the HOMER software using 20-year average meteorological data from the NASA website. …”
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A framework for the continuous monitoring of person-centred hospital care: validation of a checklist for participatory service improvement by F. Cardinali, S. Carzaniga, L. Martini, M. T. Loiudice, Fabrizio Carinci

“…Varimax rotation with eigenvalues > 1 was used to optimize factor structure. Items with an item-total correlation > 0.30 and factor loadings > 0.4 were attributed to individual factors. …”
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Challenges in Diagnosis and Management of SLE in Africa: An Online Survey by Farhanah Paruk, Dzifa Dey, Anisa Mosam, Oluwaytoyin Amira Christina, Mohammed Tikly

“…Conclusion Variable availability of laboratory tests, medications, and supportive services coupled with cost constraints are major impediments to early diagnosis and optimal management of SLE in most of Africa and are likely factors contributing to underreporting and poor prognosis of SLE in Africa.…”
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Counterfactual thinking in psychiatric and neurological diseases: A scoping review. by Sofia Tagini, Federica Solca, Silvia Torre, Agostino Brugnera, Andrea Ciammola, Ketti Mazzocco, Roberta Ferrucci, Vincenzo Silani, Gabriella Pravettoni, Barbara Poletti

“…Thus, acknowledging the presence and possible consequences of CFT impairments might be essential for optimal clinical management.<h4>Objectives</h4>This scoping review aims to summarize the previous evidence about CFT in psychiatric and neurological diseases to determine the extent of the previous research and what has been discovered so far, the variety of clinical conditions considered, the methodologies adopted, and the relevant issues to be addressed by future investigations.…”
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Endoscopic Epidurolysis for the Management of Chronic Spinal Pain: A Delphi-Based Italian Experts Consensus by Matteo Luigi Giuseppe Leoni, Felice Occhigrossi, Michael Tenti, William Raffaeli, ISAL Research Study Group

“…Despite its growing recognition, the literature lacks comprehensive guidelines on its optimal use. This study utilized a modified Delphi approach to gather expert consensus on best practices for EE in the Italian pain therapy network. …”
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