Use of machine learning in predicting continuity of HIV treatment in selected Nigerian States. by Mukhtar Ijaiya, Erica Troncoso, Marang Mutloatse, Duruanyanwu Ifeanyi, Benjamin Obasa, Franklin Emerenini, Lucien De Voux, Thobeka Mnguni, Shantelle Parrott, Ejike Okwor, Babafemi Dare, Oluwayemisi Ogundare, Emmanuel Atuma, Molly Strachan, Ruby Fayorsey, Kelly Curran

“…Machine learning (ML) models can help HIV programs implement targeted interventions to improve the quality of care, develop effective early interventions, and provide insights into optimal resource allocation and program sustainability. …”
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Real time counting method for coal mine drill pipes based on deep learning by Fukai ZHANG, Yiran SUN, Xufeng WU, Aijun LI, Peiyang LI, Dengke WANG, Guan YUAN, Shan ZHAO, Haiyan ZHANG

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Next-Generation Vaccine Platforms: Integrating Synthetic Biology, Nanotechnology, and Systems Immunology for Improved Immunogenicity by Majid Eslami, Bahram Fadaee Dowlat, Shayan Yaghmayee, Anoosha Habibian, Saeedeh Keshavarzi, Valentyn Oksenych, Ramtin Naderian

“…Systems immunology aids these advancements by analyzing immune responses through multi-omics data and computational modeling, which assists in antigen selection, immune profiling, and adjuvant optimization. …”
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Jiangu Granules Regulates Endoplasmic Reticulum Stress-Induced Apoptosis in UMR-106 Cells by Modulating the PERK/eIF2α/ATF4/CHOP Pathway by CHEN Sainan, ZHOU Fen, HUANG Yunmei, LIN Yanping

“…UMR-106 cells exhibiting favorable growth status were randomly allocated into four groups: negative control group (NC group), model group (H₂O₂ group), Jiangu Granules group (H₂O₂+JG group), and positive control group (H₂O₂+GSK2606414 group). …”
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Geological characteristics and key technologies for exploration and development of the Yanchuannan coalbed methane field, Ordos Basin by Xipeng HE, Cui XIAO, Yuqiao GAO, Xin LI, Tao GUO, Xiao CAI

“…The advancement in fracturing technologies shifted the production philosophy from slow and long-term drainage to optimal rapid production addition, leading to the formation of the production system characterized by four stages, two pressuring, and three controlling factors. …”
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Mechanism of Influence of Spatial Perception on Residents’ Emotion in Child-Friendly Urban Streets of Fuzhou City by Shaofeng CHEN, Zhengyan CHEN, Yuhan XU, Zheng DING

“…In view of this, a three-level optimization path of “traffic control (base layer) — safety creation (middle layer) — spatial quality (enhancement layer)” is proposed.ConclusionThis research advances child-friendly urban planning by street spatial perceptions to residents’ emotional outcomes. …”
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Machine learning approach for Studying the multifunctionality of soil against global climate changes by Xiangng Hu, Yingying Xie, Qixing Zhou, Li Mu

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Calculation of COVID-19 disease burden using Monte Carlo simulation with dynamic disability weights and analysis of transmission characteristics by Wenxiu Chen, Wei An, Qun Gao, Ji Bai, Hua Li, Song Tang, Wenhui Gao, Zhe Tian, Yu Zhang, Min Yang

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Numerical case study on thermal efficiency and predictive thermal management in Type-4 wind turbines by Wajid Khan, Feng Renhai, Abdul Aziz, Muhammad Zain Yousaf, Baseem Khan, Josep M. Guerrero

“…The system enabled preemptive interventions such as fan control and derating to prevent overheating. A 3D surface analysis revealed optimal switching frequencies ∼5–6 kHz and wind speeds ∼10–12 m/s that yielded thermal efficiencies 98.4 %, demonstrating the model's ability to maintain thermal safety and improve energy efficiency in real time. …”
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Enhancing local ionization in micro-gap atmospheric discharge by Yize Liu, Nicolas Le Thomas, Christophe Leys, Anton Nikiforov

“…Experiments show 48% enhancement in surface emission with the combined techniques, alongside emission profile transitions from multi-layer to single-zone structures as the gap reduces. A 1D plasma model is presented to provide insight into emission characteristics and sheath dynamics, confirming spatiotemporal control of the electric field as a prospective strategy for enhancing surface ionization and efficiently coupling UV plasma emission into PICs.…”
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Research on cooperative thermal management of air conditioning system and battery liquid cooling system for pure electric vehicle by Zhaoju Qin, Chenyang Yin, Weizheng Zhang, Dong Liu, Shuxia Yao, Weihong Weng, Zhen Han

“…The synergistic dual-evaporator system can dynamically adjust the evaporator operating state and refrigerant flow rate by innovating the refrigerant flow path and applying an intelligent control strategy to optimize the energy efficiency of the system. …”
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The experimental study of compressed air foam produced by 2-bromo-3,3,3-trifluoro-propene and air in suppression of 1 m2 n-pentane oil fire by Tao Chen, Junyi Zhang, Lishuai Jing, Yi Li, Qihang Yue, Peng Zhang, Biao Zhou

“…In this paper, an experimental model of a 1 m2 tank fire was constructed to investigate the coupling mechanism between 2-bromo-3,3,3-trifluoro-propene (BTP) and the compressed air foam system (CAFS), and to optimize the extinguishing performance of the combination of extinguishing agents by controlling the flow rate of BTP. …”
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Identification of key interactive genes and their potential biological functions in type 2 diabetes and Sjögren’s syndrome by Yibing Wang, Huilin Zeng, Xiangjie Hu, Guangzhao Zhang, Liangliang Zhou, Xingyuan Yu, Yuchun Zhang

“…LASSO regression analysis was performed to determine the optimal diagnostic genes, and predictive models for T2D and SS were constructed. …”
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In Vitro Bond Strength of Dentin Treated with Sodium Hypochlorite: Effects of Antioxidant Solutions by Guillermo Grazioli, Elisa de León Cáceres, Romina Tessore, Rafael Guerra Lund, Ana Josefina Monjarás-Ávila, Monika Lukomska-Szymanska, Louis Hardan, Rim Bourgi, Carlos Enrique Cuevas-Suárez

“…Meta-analyses were performed using a random-effects model to compare standardized mean differences in bond strength between antioxidant pretreatment and control groups. …”
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Quantum resources for a system of two atoms interacting with a deformed field in the presence of intensity-dependent coupling by Abdel-Khalek Sayed, Algarni Mariam, Berrada Kamal

“…These insights contribute to a more comprehensive understanding of how to control and optimize quantum phenomena, highlighting the model’s relevance for quantum information processing technologies.…”
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DESARROLLO DE UN SISTEMA DE GESTIÓN DE ALMACENAMIENTO PARA EMPRESAS PRODUCTORAS DE VINO (CASO-BODEGAS AÑEJAS LTDA) by GABRIEL ESTEBAN GONZÁLEZ ESPITIA, KIMBERLY ALAMET FARFÁN TRUJILLO, EVER ÁNGEL FUENTES ROJAS

“…The storage management system seeks to control logistics processes in the operation as those of purchases, service tothe client, inventory management, storage and transport, to optimize the supply chain; however, several studies use othertools that may be according to the analysis sector. …”
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Understanding mushroom farm environment using TinyML-based monitoring devices by Segun Adebayo, Halleluyah Oluwatobi Aworinde, Oluranti Olayinka Olufemi, Christian Okechukwu Osueke, Abidemi Emmanuel Adeniyi, Oluwasegun Julius Aroba

“…The optimization of environmental conditions in mushroom cultivation is pivotal for maximizing yield and quality. …”
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Fomite Transmission of Meticillin-Resistant <i>Staphylococcus aureus</i> in an Emergency Room Based on Real Touch Behaviors of Healthcare Workers and Patients by Mengting Wang, Bing Cao, Kaize Zhang, Yingying Geng, Jingchao Xie, Nan Zhang

“…The findings highlight the importance of prioritizing hand hygiene among HCWs and optimizing interventions to enhance infection-control protocols in emergency rooms. …”
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Analysis of the implementation path of medical-prevention integration in public hospitals in China from an integrated care perspective by Linxiu REN, Tianyi ZHANG, Chunxue YOU, Siyu TAO

“…Guiding the medical-prevention integration in public hospitals with the concept of integrated care is key to fully implementing the “Healthy China” strategy, a means of shifting disease control and management upstream, and the optimal strategy for achieving whole-life-cycle health management. …”
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An Analytical Solution by HAM for Nonlinear Simulation of Deepwater SCR Installation by Yi Wang, Ji-jun Gu, Chen An, Meng-lan Duan, Ning He

“…During SCR J-lay installation, the movement of pull-head must be carefully controlled to ensure riser safety. Since the SCR installation path calculation through numerical simulation software is usually time-consuming, this paper has established a mechanical model for SCR installation by making use of homotopy analysis method (HAM) to simplify its analytical solution, and dimensional analysis was considered in making initial guess solution. …”
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