Intelligent Data Reduction for IoT: A Context-Driven Framework by Laercio Pioli, Douglas D. J. De Macedo, Daniel G. Costa, Mario A. R. Dantas

“…In this scenario, several challenges arise in efficiently managing huge amounts of data, especially when IoT applications involve multiple heterogeneous sensor-based sources, necessitating effective data fusion techniques. …”
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Proof of Concept for Enhanced Sugar Yields and Inhibitors Reduction from Aspen Biomass via Novel, Single-Step Nitrogen Explosive Decompression (NED 3.0) Pretreatment Method by Damaris Okafor, Lisandra Rocha-Meneses, Vahur Rooni, Timo Kikas

“…The transition to sustainable energy sources has intensified interest in lignocellulosic biomass (LCB) as a feedstock for second-generation biofuels. …”
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Optimization of the Offshore Wind Turbines Layout Using Cuckoo Search Algorithm by Ibrahim Abdulwahab, Solomon Andrew Onazi, Gideon Rimamfate, Akande Abdulwasiu, Abubakar Umar, N.A Iliyasu

“…Developing effective means of optimizing wind farm configurations is a major concern for energy communities. …”
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Transhumanism in Analytical Prospects of Classical and Non-Classic Sociology by A. V. Shcherbina

“…TH is a new global ideology that configures images of the social world dating back to archaic myths with representations of a synthetic theory of evolution, technoscience, and social philosophy. …”
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How community participation in water and sanitation interventions impacts human health, WASH infrastructure and service longevity in low-income and middle-income countries: a reali... by Joel Negin, Seye Abimbola, Aaron Jenkins, Sarah Nelson, Dorothy Drabarek

“…The contribution of each paper was assessed based on its relevance and rigour (eg, can it contribute to context, mechanism or outcome, and is the method used to generate that information credible).Analysis Inductive and deductive coding was used to generate context–mechanism–outcome configurations.Results 73 studies conducted in 29 countries were included. …”
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Advancing Energy Transition: A Circular Economy Framework for Co-Optimizing Energy, Water, and Emissions in Low-Carbon Systems by Mohamed Elsir, Ameena Saad Al-Sumaiti, Mohamed Shawky El Moursi

“…When scaled to larger grids, the framework achieves a 5% cost reduction, a 19.7% reduction in emissions, and a 5.7% reduction in peak load, demonstrating both scalability and robustness across diverse system configurations.…”
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Enhancing photovoltaic panel efficiency through Water-Cooling: A parametric comparative evaluation of energetic, economic, and environmental benefits by Hassan Raad, Samer Ali, Jalal Faraj, Cathy Castelain, Khaled Chahine, Mahmoud Khaled

“…The pressing need for more effective solar technology is highlighted by the global transition away from fossil fuels and toward renewable energy sources. Despite the enormous potential of photovoltaic (PV) panels, efficiency losses in high-temperature conditions limit their performance. …”
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Nucleosynthesis Conditions in Outflows of White Dwarfs Collapsing to Neutron Stars by Eirini Batziou, Robert Glas, H.-Thomas Janka, Jakob Ehring, Ernazar Abdikamalov, Oliver Just

“…Our set of six models includes initial WD configurations for different masses, central densities, rotation rates, and angular momentum profiles. …”
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INdependenT prEscribinG in community phaRmAcy; whaT works for whom, why and in what circumstancEs (INTEGRATE): Realist review study protocol [version 1; peer review: 2 approved] by Andrew Sturrock, Tony Kelly, Vivienne Hibberd, Ian Maidment, Ola Amr Abdelfatah, Nia Roberts, Ellen Schafheutle, Andrea Hilton, Keith Holden, Geof Wong, Nick Haddington, Lesley Scott

“…Method and analysis Realist research seeks to explore and explain complex social interventions by utilising programme theories providing causal explanations of outcomes in terms of context-mechanism-outcome configurations. INTEGRATE will progress through six stages. …”
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A novel integrated TDLAVOA-XGBoost model for tool wear prediction in lathe and milling operations by Zhongyuan Che, Chong Peng, Chi Wang, Jikun Wang

“…The model’s performance was validated with two datasets: flank wear data from CNC lathe tools (sourced from the Kaggle database) and milling simulations (generated using DEFORM-3D). …”
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Enhancing lung transplantation with ECMO: a comprehensive review of mechanisms, outcomes, and future considerations by Pervaiz Butt Salman, Kakar Vivek, Abdulaziz Salman, Razzaq Nabeel, Saleem Yasir, Kumar Arun, Ashiq Fazil, Ghisulal Praveen, Thrush Aaron, Malik Sadaf, Griffin Mairead, Amir Mahanoor, Khan Umar, Salim Ashal, Zoumot Zaid, Mydin Izanee, Aljabery Yazan, Bhatnagar Gopal, Bayrak Yusuf, Obeso Andres, Ahmed Usman

“…Conclusion: In conclusion, this review underscores ECMO's critical role in enhancing outcomes across all stages of lung transplantation. Its various configurations and strategies have shown promise in stabilizing critically ill patients and improving transplant success rates. …”
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Understanding for whom, under which circumstances and how sedentary behaviour interventions for older adults work: a realist review by Greet Cardon, Sofie Compernolle, Geert Crombez, Sebastian Chastin, Delfien Van Dyck, Emelien Lauwerier, Laura Van de Velde, Femke De Meester, Fientje Mertens, Sanne Stegen

“…Based on these codes, context-mechanism-outcome configurations were made, and a final programme theory was developed.Results In total, 58 studies, from 61 articles, were eligible. …”
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Cloud information system «Redactor.Online» for the create of periodic scientific-educational editions by E. V. Golubev, A. G. Marakhtanov, O. Yu. Nasadkina

“…As a means of implementation chosen freelydistributed products, such as PostgreSQL, PHP, Yii Framework.Logically, the cloud structure of the system is a set of components, based on common data sources and interacting with each other. The main components of the system are the basic (general) part of promo-site system, editorial offices of periodicals created in the system, media sites, mobile applications editions, complex control system as a whole.The central element of the system architecture is the editorial offices. …”
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Design and Numerical Simulation of the Performance of Acoustic Plenum Chamber of a Marine Gas Turbine Air Supply System by Mehrdad RASOULIMOGHADAM, Saeid KHERADMAND

“…Six different cases of marine gas turbine air supply system configurations have been presented, in which the limitation of the battleship space is considered. …”
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Urban Greening Management Arrangements between Municipalities and Citizens for Effective Climate Adaptation Pathways: Four Case Studies from The Netherlands by Sara Romero-Muñoz, Teresa Sánchez-Chaparro, Víctor Muñoz Sanz, Nico Tillie

“…In this study, we examine four long-lasting approaches to green-space management in four cities in the Netherlands, ranging from municipality-driven to community-driven management forms, and encompassing diverse spatial configurations of greenery within the urban fabric. Utilising the theoretical lens of the Social–Ecological Systems Framework, we employ a multiple-case-study approach and ethnographic fieldwork analysis to gain a comprehensive understanding of the norms, collective-choice rules, and social conventions embodied in each urban green management arrangement. …”
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Real-world utilization of Cenobamate as adjunct therapy in office-based neurology: practical tips and insights for titration by Patrick M. House, Lars Wiese

“…The most common ASMs were voltage-gated sodium channel blockers (VGSC), Levetiracetam (LEV)/Brivaracetam (BRV) synaptic vesicle protein 2A (SV2A) inhibitors, and Perampanel (PER). CNB titration was configured into a quarterly office-based outpatient schedule. …”
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The performance of a 100 kW proton exchange membrane fuel cell designed for truck applications by Aakash Collin, Vijay Bhooshan Kumar, S. Karthikeyan, M. Gopi Sankar

“…Furthermore, these PEMFC power sources are also available in various power ranges and capacities for diverse vehicle applications. …”
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Landscape Metrics as Ecological Indicators for PM₁₀ Prediction in European Cities by Seyedehmehrmanzar Sohrab, Nándor Csikós, Péter Szilassi

“…Therefore, we expanded our independent variables by incorporating landscape metrics that capture compositional heterogeneity, including the Shannon diversity index (SHDI), as well as metrics that reflect configurational heterogeneity in urban landscapes, such as the Mean Patch Area (MPA) and Shape Index (SHI). …”
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Factors associated with accessing and utilisation of healthcare and provision of health services for residents of slums in low and middle-income countries: a scoping review of rece... by Frances Griffiths, Oyinlola Oyebode, Paramjit Gill, Romaina Iqbal, Rita Yusuf, Richard Lilford, Catherine Kyobutungi, Jo Sartori, Richard J Lilford, Simon Smith, Yen-Fu Chen, Navneet Aujla, Peter Diggle, Iqbal Azam, Omar Rahman, Jason Madan, Caroline Kabaria, Blessing Mberu, Bronwyn Harris, Pauline Bakibinga, Olufunke Fayehun, Peter Kibe, Akinyinka Omigbodun, Narjis Rizvi, Ria Wilson, Godwin Yeboah, Lyagamula Kisia, Ahsana Nazish, Eme Owoaje, Grant Tregonning, Olalekan Uthman, Samuel Watson, Ziraba Kasiira, Nelson Mbaya, Shukri Mohammed, Anne Njeri, Syed Shifat Ahmed, Nazratun Choudhury, Doyin Odubanjo, Motunrayo Ayobola, Mary Osuh, Olalekan Taiwo, João Porto de Albuquerque, Ji-Eun Park, Motunrayo M Ajisola

“…Objective To identify factors associated with accessing and utilisation of healthcare and provision of health services in slums.Design A scoping review incorporating a conceptual framework for configuring reported factors.Data sources MEDLINE, Embase, CINAHL, Web of Science and the Cochrane Library were searched from their inception to December 2021 using slum-related terms.Eligibility criteria Empirical studies of all designs reporting relevant factors in slums in low and middle-income countries.Data extraction and synthesis Studies were categorised and data were charted according to a preliminary conceptual framework refined by emerging findings. …”
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Delay margin analysis of FOTID controller for RES based EV system using MMGPE optimization by Adhit Roy, Susanta Dutta, Soumen Biswas, Anagha Bhattacharya, Sajjan Kumar, Soham Dutta, Provas Kumar Roy

“…Few studies have examined AGC with delays in such configurations, despite the fact that systems become more nonlinear and uncertain as renewable integration increases. …”
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