Condition Monitoring and Fault Prediction in PMSM Drives Using Machine Learning for Elevator Applications by Vasileios I. Vlachou, Theoklitos S. Karakatsanis, Dimitrios E. Efstathiou, Eftychios I. Vlachou, Stavros D. Vologiannidis, Vasiliki E. Balaska, Antonios C. Gasteratos

“…The proposed framework for fault prediction is validated on a real residential elevator equipped with a PMSM drive. …”
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Mucosal immunity and vaccination strategies: current insights and future perspectives by Zhihao Zhang, Weiqi Hong, Yu Zhang, Xin Li, Haiying Que, Xiawei Wei

“…This review addresses current challenges, highlights future research opportunities, and aims to provide a comprehensive framework for advancing the field of mucosal immunity and vaccine development. …”
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Optimisation of heat transfer in the absorber tube of a cylindroparabolic trough solar collector by Fares Touaref, Istvan Seres, Istvan Farkas

“…The novelty of this research lies in its integrated CFD framework combining absorber geometry optimisation, seasonal thermal stress modelling, and material degradation analysis using real climatic data. …”
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Identification of Technical Characteristics of Ergonomic Baby Dining Chair Products by Prima Fithri, Ahmad Syafruddin Indrapriyatna, Farrell Syaddad Hamdan, Yuni Handayani Gusmira

“…In addition, this research framework can be a reference for future studies in developing ergonomic products.…”
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Human leukocyte antigens and HIV type 1 viral load in early and chronic infection: predominance of evolving relationships. by Jianming Tang, Rakhi Malhotra, Wei Song, Ilene Brill, Liangyuan Hu, Paul K Farmer, Joseph Mulenga, Susan Allen, Eric Hunter, Richard A Kaslow

“…These observations can provide a useful framework for ongoing analyses of viral mutations induced by protective immune responses.…”
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URBAN MANAGEMENT TESTED BY INFORMATION ON LAND TRANSACTIONS IN THE CITY OF MOYEN MONO 1 (TOGO) by Mawussi Kossi NYALEWO, Karl Martial NASSI

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Anti-HBV treatment partially restores the dysfunction of innate immune cells and unconventional T cells during chronic HBV infection by Yiwen Shu, Yiwen Shu, Sumeng Li, Sumeng Li, Yanqin Du, Yanqin Du, Xin Zheng, Xin Zheng

“…Our review identifies potential immunological biomarkers and provides a mechanistic framework for developing targeted immunotherapies to achieve durable HBV control.…”
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Direct scribing of metal microgratings using sawtoothed cemented carbide tools with Johnson-Cook model-based plastic deformation simulation by Minwook Kim, Dae Bo Sim, Yong Tae Kim, Bo Hyun Kim, Jong G. Ok

“…Finite element analysis and friction-based modeling, incorporating the Johnson-Cook plasticity framework, capture the substrate deformation response and predict depth errors below 5 %, complementing the experimental results and validating parameter-based depth control. …”
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Adoption of solar-powered pumps in agriculture: insights from smallholders in Burkina Faso by Mamadou Sanogo, Roland Yonaba, Amadou Keïta, Abdou Lawane, Bruno Barbier, Abdou Maman Galadima Aminatou, Isidore Bazié, Sabine Ouarmé

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High-temperature performance evaluation of sustainable date palm fiber concrete with activated carbon: An MCDM and Weibull analysis approach by Musa Adamu, Yasser E. Ibrahim, Ashwin Raut

“…This study advances smart concrete technology by providing a systematic framework for material selection and optimization, paving the way for durable and sustainable high-performance concrete applications. …”
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Study on Dynamic Response Characteristics of Different Asphalt Pavement Structures Based on ALF Test by Ni Guangcong, A. N. Tiraturyan, E. V. Uglova, A. V. Vorobev

“…The results of the study can be further applied in the road industry to develop and improve the regulatory framework for the design of non-rigid pavement under conditions of increased loads and heavy traffic.…”
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High-Temperature Mechanical and Wear Behavior of Hypoeutectic Al–Si–(Cu)–Mg Alloys with Hardening Mechanisms Dictated by Varying Cu:Mg Ratios by Jaehui Bang, Yeontae Kim, Eunkyung Lee

“…This work provides a compositionally guided framework for designing thermally durable Al–Si-based alloys with improved wear resistance under elevated temperature conditions.…”
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Advances in Microbial and Plant-Based Biopolymers: Synthesis and Applications in Next-Generation Materials by Poova Kattil Drishya, M. Venkateswar Reddy, Gunda Mohanakrishna, Omprakash Sarkar, Isha, M. V. Rohit, Aesha Patel, Young-Cheol Chang

“…Sourced from biological origins, these polymers are not only environment friendly but also present exciting solutions in healthcare, packaging, biosensors, high performance, and durable materials as alternatives to crude oil-based products. …”
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Super-high tumor mutational burden predicts complete remission following immunotherapy: from Peto’s paradox to druggable cancer hallmark by Ming Zheng

“…By proposing a universal framework—“cancer disease continuum”—unified by mutational burden as a shared hallmark across tumor initiation, progression, and immunogenicity, this study recasts mutational burden as both a biological price of longevity and an Achilles’ heel exploitable for durable, complete tumor remission in personalized medicine.…”
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Rethinking 2S/LGBTQI+ food security with co-design: a study protocol by Joanie Thériault, Phillip Joy, Sana Boudhraâ, Min Gao

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Spider Silk‐Inspired Conductive Hydrogels for Enhanced Toughness and Environmental Resilience via Dense Hierarchical Structuring by Seokkyoon Hong, Jiwon Lee, Taewoong Park, Jinheon Jeong, Junsang Lee, Hyeonseo Joo, Juan C. Mesa, Claudia Benito Alston, Yuhyun Ji, Sergio Ruiz Vega, Cristian Barinaga, Jonghun Yi, Youngjun Lee, Jun Kim, Kate J. Won, Luis Solorio, Young L. Kim, Hyowon Lee, Dong Rip Kim, Chi Hwan Lee

“…This study offers a versatile framework for designing durable materials for various applications.…”
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Providing a model of consumer behavior in creating brand attachment with an emphasis on the packaging component of food industry companies by maziar Ghasemzadeh Sangroudi, karim hamdi, SHADAN VAHABZADEH MUNSHI

“…Finally, in this research, we are looking for an answer to this question: What dimensions and components form the consumer behavior model in creating brand attachment with an emphasis on the packaging component of food industry companies? Theoretical framework Literature A person's behavior is how he acts or behaves in a certain situation. …”
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Silica-calcium phosphate nanoparticles delivering recombinant influenza hemagglutinin DNA can induce long-lasting T cell immune cross-protection in mice by Xiaoxi Liu, Xiaoxi Liu, Qingyu Wang, Yuhua Shi, Li Zhan, Lipeng Xu, Jiaru Hui, Kunpeng Xie, Chenxi Li, Chunjiang Li, Chunjiang Li, Weiheng Su, Xianbin Cheng, Yaming Shan, Yaming Shan

“…The influenza vaccine induces durable cross-subtype protection through T-cell immunity, demonstrating significant future potential. …”
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Integrative habitat analysis and multi-instance deep learning for predictive model of PD-1/PD-L1 immunotherapy efficacy in NSCLC patients: a dual-center retrospective study by Xiaoxiao Huang, Xiaoxin Huang, Yurun Xie, Kui Wang, Housheng Bai, Ruiling Ning, Xiqi Zhu, Deyou Huang, Guanqiao Jin

“…Conclusion This non-invasive predictive framework provides clinically actionable insights for immunotherapy stratification, potentially overcoming limitations of current biomarker testing while highlighting the prognostic value of spatial tumor heterogeneity analysis.…”
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Intrapleural pressure-controlled piezo-catalytic nanozyme for the inhibition of malignant pleural effusion by Zihan Xu, Xiujing He, Yu Gui, Lingkai Tang, Yuxin Zhao, Linlin Song, Tianyue Xu, Meixu Chen, Yujie Zhao, Peixin Du, Xin Wang, Siyi Chen, Yong Luo, Feng Luo, Huan Meng, Jianping Hu, Wei Zhuo, Jing Jing, Hubing Shi

“…Herein, we develop an ultra-sensitive piezoelectric nano-system by doping ytterbium in metal-organic framework (O3P@LPYU), which can be triggered by physiological intrapleural pressure during breath. …”
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