Artificial intelligence and machine learning-powered GIS for proactive disaster resilience in a changing climate by Justin Diehr, Ayorinde Ogunyiola, Oluwabunmi Dada

“…This research explored the question: What are the key challenges and opportunities associated with integrating AI, ML, and GIS for disaster preparedness and response? Using a systematic review of 71 empirical studies published between 2012 and 2024, this study identifies eight opportunities, including disaster management and risk assessment, flood risk management, landslide susceptibility prediction, innovative visualization techniques, real-time monitoring, early warning systems and efficiency in data processing and analysis. …”
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Device Reliability Analysis of NNBI Beam Source System Based on Fault Tree by Qian Cao, Lizhen Liang

“…Negative Ion Source Neutral beam Injection (NNBI), as a critical auxiliary heating system for magnetic confinement fusion devices, directly affects the plasma heating efficiency of tokamak devices through the reliability of its beam source system. …”
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ON THE ISSUE OF METHODOLOGY OF ESTIMATING THE REGIONAL COMPETITIVE ADVANTAGES BY TYPES OF ACTIVITY by A. R. Safiullin

“…This approach determined the choice of specific research methods: dialectics, abstraction, systematic, logical, structural, comparative, and statistical. …”
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High-tech agricultural tools as a determinant of dynamic rationalization of business processes in Russian agriculture by Moroz Oksana, Medvedsky Dmitriy

“…In the current environment of innovative transformations in the Russian Federation, there is a significant expansion of digital technological products, and there is an active digital optimization of business processes in all national economic sectors, including agriculture. The systematic integration of digital tools and platform technologies leads to the transformation of traditional approaches to doing agricultural business. …”
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Occupational burnout and influence of work environment factors among family physicians in Khorasan Razavi by M mahdizadeh, A vafaei, A Taghipour, H Esmaeily, SM Mahdizadeh, H Ebrahimipour

“…Background: Burnout is a syndrome that results of occupational stress, causing decreased work efficiency, increased absenteeism and health care costs, quality decline of medical services for patients and could lead to dissatisfaction them. …”
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The Brain Behind the Grid: A Comprehensive Review on Advanced Control Strategies for Smart Energy Management Systems by Gowthamraj Rajendran, Reiko Raute, Cedric Caruana

“…The integration of digital technologies is catalysing a fundamental transformation of modern energy systems, enhancing operational efficiency, adaptability, and sustainability. Despite significant progress, the existing literature often addresses digital innovations in isolation, with limited consideration of their synergistic potential within Advanced Energy Systems (AES). …”
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Collaborative Intelligence: A Scoping Review Of Current Applications by Emma Schleiger, Claire Mason, Claire Naughtin, Andrew Reeson, Cecile Paris

“…The review yielded 16 AI systems which met the criteria, demonstrating that collaboration between humans and AI systems is possible and that these systems offer a wide range of performance benefits including efficiency, quality, creativity, safety, and human enjoyment.…”
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Measuring $$A_\textrm{FB}^b$$ A FB b and $$R_b$$ R b with exclusive b-hadron decays at the FCC-ee by Lars Röhrig, Kevin Kröninger, Romain Madar, Stéphane Monteil, Fabrizio Palla, Emmanuel Perez

“…This approach effectively eliminates the contamination from light-quark physics events and reduces the leading systematic uncertainties arising from background contamination, tagging-efficiency correlations, and gluon-radiation corrections by exploiting the geometric and kinematic properties of beauty hadrons. …”
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Human-robot synergy in building construction: advances, challenges, and future horizons for construction 5.0 by Gonzalo Garcés

“…Abstract Construction, characterized by its inherent risks, demands innovative solutions to ensure process safety and efficiency. Human-robot collaboration (HRC) emerges as a promising alternative in this context, especially within the framework of Construction 5.0. …”
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Artificial intelligence-based risk management for the banking sector: impact and challenges by L.A. Kuanova, A.N. Otegen, G.K. Kenzhegulova, P. Karacsony

“…A mixed-method approach was applied, including a systematic literature review, machine learning based analysis of open banking datasets(Kaggle), and a survey of 200 bank employees in the Middle East. …”
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Optimizing Feature Selection in Sentiment Analysis of Bank Saqu: A Comparative Study of SVM and Random Forest using Information Gain and Chi-Square by Anelta Tirta Putri Subandono, Dhani Ariatmanto

“…The selection of an optimal feature selection method is a crucial factor in improving the accuracy and efficiency of text classification models. Irrelevant features can degrade model performance, increase computational complexity, and lead to overfitting. …”
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Innovation as an Integral Component of Industrial Organization Management: Developing and Implementing an Effective Methodology by Valentina BUTMALAI, Nicoleta CRISTACHE, Alina Florentina SĂRACU, Cosmin MATIȘ, Alexandru Sebastian CHIHAIA

“…Innovation is defined as a change that enhances process efficiency and improves the quality of market-demanded products. …”
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Identifying NPP operator stressors using grounded theory by Ye Wang, Xiliang Tao, Wenqiang Peng, Zhaopeng Liu, Pengcheng Li

“…Abstract Nuclear power plant (NPP) operators manage crucial decision-making and operational tasks in precarious and complex environments, where psychological stress directly correlates with system safety and operational efficiency. However, the existing research largely explores single factors or specific scenarios, lacking systematic analysis. …”
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Design and Simulation of Power Quality Improvement System for Low Voltage Distribution Networks in Uganda. by Arinde, Francis

“…In this project, a detailed systematic approach to design a universal active power filter for power quality enhancement is discussed. …”
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Patient navigation in German emergency care (NODE). Study protocol of a multi-center mixed-methods trial by Daniela Krüger, Maria Altendorf, Felix Holzinger, Cornelia Wäscher, Hanna Winkler, Martin Möckel, Christoph Heintze, Judith Stumm, Konrad Schmidt, Konrad Schmidt, Anna Slagman

“…This study includes four working modules: (1) a systematic literature review; (2) qualitative semi-structured interviews with patients (n∼15–20), as well as four focus group interviews with health care providers (n∼5); (3) a prospective multi-centre cohort study in adult, self-referred emergency patients at two time points (t0: n = 1,031; t1: n = 344), primary endpoint: proportion of patients treated other than standard emergency care, secondary endpoints: secondary efficiency, patient-reported outcome measures (PROMs), patient safety, quality of care, clinical outcomes, and cost-effectiveness; participant observation of patients' treatment trajectories and organizational processes at three different patient navigation models (n∼10–15), an online provider survey; and (4) data triangulation and recommendations for practice and policy.DiscussionThis is the first study to compare different patient navigation and cooperation models to standard ED care in Germany and evaluate their effectiveness. …”
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Methods of Digital Bite Registration: A Narrative Review by Maryam Jahangiri, Sayed Shojaodin Shayegh

“…Overall, the results indicate that digital methods can offer better accuracy and efficiency in various clinical situations.…”
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Roles and features of smart control and sensing applications for sleep quality improvement: a scoping review by Jun Ma, Fan Wu, Xiangtian Bai, Yonghong Liu, Zhe Dai, Yongkang Chen, Pingping Fang

“…Objectives This scoping review synthesises evidence on the measures and characteristics of the components of combined smart control and sensing technologies, and their impact on sleep quality.Design Scoping review following Joanna Briggs Institute (JBI) methodology and reports using the Preferred Reporting Items for Systematic Reviews and Meta-analyses extension for Scoping Reviews (PRISMA-ScR).Data sources A comprehensive literature search was conducted in PubMed, Web of Science, EMBASE, Ovid, China National Knowledge Infrastructure, Wanfang Data and VIP Information from the inception of the databases to November 2024 following the PRISMA-ScR statement and updated in June 2025.Eligibility criteria This review included peer-reviewed studies evaluating smart home products integrating smart control and sensing technologies to improve sleep quality, with outcomes focused on sleep duration, efficiency or satisfaction.Data extraction and synthesis Two independent reviewers screened the title, abstracts and full texts of the selected studies based on the inclusion criteria. …”
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Enhanced upstream processing of rice straw by an integrated alkaline pretreatment and enzymatic saccharification by Celia Alvarez-Gonzalez, José A. Delgado, Juan M. Gonzalez, Mauricio Zurita-Gotor, Miguel Ladero, Juan M. Bolivar

“…Here, we present a systematic, integrated study combining mild NaOH pretreatment of rice straw (1 % NaOH, 73 °C, 4.5 h) with a deliberate pursuing of minimal enzyme dosage, achieving rapid and highly efficient saccharification. …”
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Multidimensional Evaluation Framework and Classification Strategy for Low-Carbon Technologies in Office Buildings by Hongjiang Liu, Yuan Song, Yawei Du, Tao Feng, Zhihou Yang

“…Ranking analysis further highlights LED lighting, T8 high-efficiency fluorescent lamps, and rooftop PV systems as the top-recommended technologies for Beijing. …”
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Cognitive difference text classification in online knowledge collaboration based on SA-BiLSTM hybrid model by Fengjun Liu, Na Zhao, Guoqing Zhu

“…Effectively identifying and classifying these cognitive difference texts enables contributors to stay updated on the current status of knowledge editing, thereby enhancing group collaboration efficiency. However, accurate extraction of semantic features and contextual patterns from such texts remains challenging in multi-dimensional discourse contexts. …”
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