Tropical Cyclones Across Global Basins: Dynamics, Tracking Algorithms, Forecasting, and Emerging Scientometric Research Trends by Vivek Singh, Gaurav Tiwari, Amarendra Singh, Rajeeb Samanta, Atul Kumar Srivastava, Deewan Singh Bisht, Ashish Routray, Sushil Kumar, Shivaji Singh Patel, Abhishek Lodh

“…ABSTRACT Tropical cyclones (TCs) pose significant threats to life and property across global ocean basins, and forecasting their structural evolution, track, and intensity remains a major scientific challenge. …”
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Validation of an algorithm to evaluate the appropriateness of outpatient antibiotic prescribing using big data of Chinese diagnosis text by Li Wei, Siyan Zhan, Mei Zhang, Bin Cao, Houyu Zhao, Jiaming Bian, Liuyi Li, Yingqiu Ying, Zeyu Zhang, Xiaoying Yao

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Multiple Sclerosis Disease-Modifying Treatment Algorithms: 2025 Positioning of the Portuguese Multiple Sclerosis Study Group by Carlos Capela, Ernestina Santos, Filipe Palavra, Joana Guimarães, João Cerqueira, José Vale, Lívia Sousa, Sónia Batista, Maria José Sá

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A PROBLEM OF CUTTING OFF THE LAMINATED SEMIS TYPE PLATE by Florin Ciofu

“…With this purpose there are algorithms of optimizing for positioning the parts following to be cut off from a row plate. …”
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Domain Generalization Using Maximum Mean Discrepancy Loss for Remaining Useful Life Prediction of Lithium-Ion Batteries by Wenbin Li, Yue Yang, Stefan Pischinger

“…However, diverse aging mechanisms, changing working conditions and cell-to-cell variation lead to the inhomogeneous cell lifespan and complicated life prediction. In this work, a data-driven algorithm based on stacked Long Short Term Memory (LSTM) encoder–decoders is proposed for RUL prediction. …”
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HSNMF enables accurate and effective analysis for the college students' psychological health education data and student life data by Yuanyuan Ma, Yuanyuan Ma, Lifang Liu

“…By using this framework, we can effectively evaluate the college students' psychological health levels.ResultsWe implemented the proposed algorithm on two real datasets, and the results showed that the proposed algorithm outperformed other competing methods. …”
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Using Social Media Data to Assess the Impact of Infertility on French Patients’ Quality of Life: Retrospective Observational Study by Mouna Mael-Ainin, Pierre-Emmanuel Bouet, Paméla Voillot, Joelle Malaab, Manissa Talmatkadi, Stéphane Schück, Nathalie Massin

“…A biterm topic model algorithm was applied to identify the topics discussed automatically. …”
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Predicting the Remaining Useful Life of an Aircraft Engine Using a Stacked Sparse Autoencoder with Multilayer Self-Learning by Jian Ma, Hua Su, Wan-lin Zhao, Bin Liu

“…To ensure flight safety and reduce the cost of maintenance during aircraft engine operation, a prognostics and health management system that focuses on fault diagnosis, health assessment, and life prediction is introduced to solve the problems. …”
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Machine learning based screening of biomarkers associated with cell death and immunosuppression of multiple life stages sepsis populations by Jie Yang, Fanyan Ou, Binbin Li, Lixiong Zeng, Qiuli Chen, Houyu Gan, Jianing Yu, Qian Guo, Jihua Feng, Jianfeng Zhang

“…The SHAP algorithm was further used to quantify the contribution of each gene based on cell death features to the prediction of sepsis. …”
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Associations between sarcopenia and domains of quality of life in older adults: a population-based cross-sectional study by Emma C. West, Lana J. Williams, Jessica A. Davis, Julie A. Pasco

“…Few studies have examined associations between sarcopenia and quality of life (QoL). Therefore, the purpose of this study was to determine whether sarcopenia is independently associated with specific domains of QoL. …”
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Integrating Learning-Driven Model Behavior and Data Representation for Enhanced Remaining Useful Life Prediction in Rotating Machinery by Tarek Berghout, Eric Bechhoefer, Faycal Djeffal, Wei Hong Lim

“…The first part focuses on comprehensive data preprocessing using only feature scaling and selection via random forest (RF) algorithm, streamlining the process by minimizing human intervention while managing data complexity. …”
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Impact Assessment of Second-Life Batteries and Local Photovoltaics for Decarbonizing Enterprises Through System Digitalization and Energy Management by Gerard Borrego-Orpinell, Jose-Fernando Forero, Adriano Caprara, Francisco Díaz-González

“…This paper shows an impact assessment of second-life batteries (SLBs) and local photovoltaics (PV) for decarbonizing enterprises through system digitalization and energy management. …”
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Measuring and valuing health-related quality of life among children and adolescents in mainland China--a pilot study. by Fei Xu, Gang Chen, Katherine Stevens, HaiRong Zhou, ShengXiang Qi, ZhiYong Wang, Xin Hong, XuPeng Chen, HuaFeng Yang, ChenChen Wang, Julie Ratcliffe

“…<h4>Background</h4>The Child Health Utility 9D (CHU9D), a new generic preference-based health-related quality of life (HRQoL) instrument, has been validated for use in young people in both the UK and Australia. …”
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Cutaneous adverse drug reactions and their impact on the quality of life of patients: a study at a tertiary care centre by Shivani, Rajesh Sinha, Amrendra Kumar Arya, Kranti Chandan Jaykar, U.K Pallavi

“…This study aims to identify the clinical and epidemiological patterns of CADRs and to assess their impact on quality of life using the Dermatology Life Quality Index (DLQI). …”
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Life cycle assessment and multicriteria decision making analysis of additive manufacturing processes towards optimal performance and sustainability by Jayant M. Raut, Prashant B. Pande, Kamlesh V. Madurwar, Rajesh M. Bhagat, Satyajit S. Uparkar, Nilesh Shelke, Haytham F. Isleem, Arpita, Vikrant S. Vairagade

“…Most models available for Life Cycle Assessment (LCA), however, do not capture the dynamism of real-time data and the existing levels of uncertainty, and decision-making frameworks are not adaptive to evolving sets of criteria. …”
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RESEARCH ON OPTIMAL DESIGN OF PLATE-WEB BEAM STRUCTURE AGAINST FATIGUE BUCKLING BASED ON PARETO GENERAL ALGORITHM by SU ShaoPu, XU GuangTao, DONG DengKe, CHEN An

“…In virtue of Detail Fatigue Rating method（DFR）, an optimization design method of aircraft plate-web beam structure against fatigue buckling is proposed based on genetic algorithm. After finite element analysis and experimental verification, an optimized model of structure life on fatigue buckling is built by engineering method, and the structure design solution in the condition of minimum mass is achieved with maximum fatigue life. …”
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Snow parameter retrieval (SPR) algorithm for the GCOM-C/SGLI sensor: validation over the Greenland ice sheet by Nan Chen, Wei Li, Yongzhen Fan, Yingzhen Zhou, Teruo Aoki, Tomonori Tanikawa, Masashi Niwano, Masahiro Hori, Rigen Shimada, Sumito Matoba, Knut Stamnes

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A data-driven machine learning algorithm to predict the effectiveness of inulin intervention against type II diabetes by Shuheng Yang, Ralf Weiskirchen, Wenjing Zheng, Xiangxu Hu, Aibiao Zou, Zhiguo Liu, Hualin Wang

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A Puzzle-Based Sequencing System for Logistics Items by Raji Alahmad, Kazuo Ishii

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Unveiling Drivers and Projecting Future Risks of Desertification Vulnerability in the Mongolian Plateau by Maolin Li, Buyanbaatar Avirmed, Ganbold Bayanmunkh, Yilin Liu, Yu Wang, Xinyu Yang, Yu Zhang, Qiang Yu

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