Data Reconciliation-Based Hierarchical Fusion of Machine Learning Models by Pál Péter Hanzelik, Alex Kummer, János Abonyi

“…The first method involves no data reconciliation, relying solely on machine learning models built independently at each hierarchical level. …”
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Agrobiological assessment of broccoli hybrids under the conditions of the Western Forest-Steppe of Ukraine by В. В. Хареба, О. Й. Дидів, І. В. Дидів, Н. В. Лещук

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An early evaluation of team consistency and scope optimization in team-based cancer care by Leah K. Lambert, Farinaz Havaei, Scott M. Beck, Andy Ma, John Larmet, Jagbir Kaur, Nassim Adhami, Dan Le, Ryan Woods

“…Study objectives include an early-phase evaluation of (i) the association between TBC elements and team effectiveness and (ii) staff perceptions of barrier and facilitators of team effectiveness. Methods A series of five surveys over a 2-year period will be administered to prospectively evaluate the ongoing implementation of TBC. …”
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Relationship between bmi and glomerular filtration rate in a large cohort initiating a weight loss program: differential contributions of fat mass, fat-free mass, and abdominal fat... by Alessandro Leone, Francesca Menichetti, Laila Vignati, Federica Sileo, Ramona De Amicis, Andrea Foppiani, Simona Bertoli, Alberto Battezzati

“…Methods A cross-sectional study of 9704 subjects (72% female, median age 47y, median BMI 28.1 kg/m2) was carried out. …”
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Digital Colorimetry of Non-steroidal Anti-inflammatory Drugs: Identification Using Principal Component Method by A. A. Chaplenko, O. V. Monogarova, K. V. Oskolok

“…Digital colorimetry is one of the available and simple methods that can be used for the rapid detection of low-quality drugs. …”
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On the Assessment of Tribosystem Compatibility by Diverse Indicators and Methods (To the 100th anniversary of N. A. Bushe) by S. M. Zakharov, I. G. Goryacheva

“…On the basis of calculations based on these models conclusions on the structural composition of the studied alloys and the properties of its components, providing increase in the thickness of the lubricant film in different modes of friction. …”
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CIRC Type Cooperative Learning Model in Learning Arabic Rules by Mochamad Syaifudin, Muhammad Sofwan bin Harizan

“…Based on that problem, the right learning model is needed in its delivery. This article will discuss one of the models for learning Arabic rules, namely the CIRC (Cooperative Integrated Reading And Composition) learning model. …”
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Comparison of alternative methods for methyl acetate + methanol + acetic acid + acetic anhydride mixture separation by A. V. Frolkova, Yu. I. Shashkova, А. К. Frolkova, М. A. Mayevskiy

“…The results obtained illustrate the variability of the structure of the technological separation flowsheet.Methods. Mathematical modeling using the software package Aspen Plus V. 10.0 was chosen as the research method. …”
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Defect Detection Method of Carbon Fiber Unidirectional Band Prepreg Based on Enhanced YOLOv8s by Weipeng Su, Mei Sang, Yutong Liu, Xueming Wang

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Mathematical Modeling of Cancerous Tumor Evolution Incorporating Drug Resistance by Francis Oketch Ochieng

“…The predictive capabilities of the model were evaluated by investigating the impact of drug therapy on cell death and the sensitivity of the model's outcome to initial nutrient and drug concentrations. …”
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DEVELOPMENT OF THE CHARACTERISTICS OF THE INSTITUTIONAL ENVIRONMENT FOR THE MODELING OF SUSTAINABLE DEVELOPMENT OF REGIONS by N. A. Ivanov, I. V. Kozhushkina, M. S. Oborin, M. Yu. Sheresheva

“…The aim of the study is to develop the characteristics of the institutional environment to ensure the sustainable development of regions.Methods. Research methods comprise the system analysis, socio- economic modelling and forecasting. …”
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A Stability indicating TLC-Densitometric Method for the Determination of Remdesivir in presence of Its Degradation Products by Mai H. Abd El-Fattah, Yasmine Ahmed Sharaf, Heba M. El-Sayed, Said A. Hassan

“…Linearity was observed over the concentration range of 0.2–1.1 µg/band for REM. Various method parameters—including mobile phase composition and detection wavelength—were systematically optimized to ensure high resolution, accuracy, and sensitivity. …”
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Seismic analysis and evaluation of battery cabinets for nuclear power plant based on finite element method by MA Wenjin, ZENG Qiquan, ZHANG Shuxing

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Prediction of rare and anomalous minerals using anomaly detection and machine learning techniques by Abish Sharapatov, Alisher Saduov, Nazerke Assirbek, Madiyar Abdyrov, Beibit Zhumabayev

“…The findings demonstrate the potential of unsupervised learning to enhance mineral classification, reduce exploration costs, and improve predictive modeling for rare mineral deposits. Future research will refine these methods by integrating Deep Isolation Forest, Autoencoders, and Graph Neural Networks, further strengthening machine learning applications in geosciences.…”
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Atmospheric Pollutant Flow and Precipitation: Modeling Effects on the Vegetation Ecosystem by Allag Fateh, Saddek Bouharati, Lamri Tedjar, Mohamed Fenni

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Effects of propolis supplementation on prooxidant-antioxidant balance, oxidative stress biomarkers, and body composition in obese patients with NAFLD: A double-blind randomized con... by Hamideh Nazari-Bonab, Mahlagha Nikbaf-Shandiz, Helda Tutunchi, Mehrangiz Ebrahimi-Mameghani

“…The present clinical trial investigated the effect of Iranian PRP on prooxidant-antioxidant balance (PAB), oxidative stress biomarkers, and body composition in obese patients with NAFLD. Methods: In the present double-blind, randomized controlled clinical trial, 44 obese patients with NAFLD were randomly allocated to either Iranian PRP (1500 mg/d) or placebo (1500 mg/d) accompanied by a calorie-restricted diet (CRD) for eight weeks. …”
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Research advances and development trends of wire-based laser directed energy deposition additive manufacturing technology by YUAN Yucheng, SONG Jun, LUO Jiajie, LI Xiangru, SONG Bo, SHI Yusheng

“…Based on this， this paper provides a detailed introduction to the current research status of W-LDED technology from three aspects： process parameter optimization， deposition quality analysis， and microstructural composition control. It analyzes the impact of different parameters on forming quality and manufacturing stability， proposes optimization strategies， summarizes the current application scenarios of W-LDED technology， and presents ideas for the future development trends of this technology，including material innovation and the development of multifuctional composites，research on forming mechanisms，establishing predictive models for process-defect-microstructure property relationships， new hybrid additive/subtractive manufacturing methods，and the development of large-scale，high-precision，and multifuctional equipment.…”
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A Data Reconciliation-Based Method for Performance Estimation of Entrained-Flow Pulverized Coal Gasification by Yan Zhang, Kai Yue, Chang Yuan, Jiahao Xiang

“…By combining these models with thermodynamic equilibrium models, the modified R² of offline predicted syngas flow rate exceeds 0.92, and those of syngas compositions reach 0.72–0.85. …”
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Nutrient availability modulates the effects of plastic leachates on the growth and community dynamics of free-living freshwater bacteria by Marius Schubert, Fazel Abdolahpur Monikh, Fazel Abdolahpur Monikh, Fazel Abdolahpur Monikh, Yuyi Yang, Yuyi Yang, Yuyi Yang, Hans-Peter Grossart, Hans-Peter Grossart

“…Free-living (<5.0 μm) microbial communities of Lake Stechlin, Germany, were exposed to these leachates, and changes in total microbial growth and community composition were analysed using dose response models.ResultsNutrient availability resulted in different effects on total microbial growth and community composition of the tested synthetic polymers. …”
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Petroelastic modeling of carbonate reservoirs in the view of different void types by Ya. S. Grigoryan, I. O. Bayuk

“…Using Berryman’s self-consistent method, we created a model of rock elastic properties, or a petroelastic model, the void space in which was represented by isometric pores and fractures. …”
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