Protected Geographical Indication Identification of a Chinese Green Tea (Anji-White) by Near-Infrared Spectroscopy and Chemometric Class Modeling Techniques by Lu Xu, Peng-Tao Shi, Xian-Shu Fu, Hai-Feng Cui, Zi-Hong Ye, Chen-Bo Cai, Xiao-Ping Yu

“…OCPLS and SIMCA were used to describe the distribution of representative Anji-white tea objects and predict the authenticity of new objects. For data preprocessing, smoothing, derivatives, and SNV were applied to improve the raw spectra and classification performance. …”
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Experimental study and physical modeling of ceiling temperature distribution of fires in a large open-plan compartment with unilateral asymmetric openings by Xiaoyu Shan, Yuanzhou Li, Yong Jiang, Yong Hu

“…Thus, a physical model suitable for predicting the longitudinal ceiling temperature distribution in large open-plan buildings was proposed, considering both the sizes of the fire source and openings. …”
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Performance of the Priority Control Strategies for Bus Rapid Transit: Comparative Study from Scenario Microsimulation Using VISSIM by Min Yang, Wei Wang, Bo Wang, Jing Han

“…Another is transit speed control, which provides priority at intersections for buses by controlling the speed of them and predicting their arrival at certain intersection. These two advanced strategies were modeled and evaluated using simulation software VISSIM and presented better performance than other three scenarios (base case, exclusive bus lane, and conventional transit signal priority). …”
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Space Climate and Solar Energetic Particles by Ehsan Tavabi, Sima Zeighami, Yones Kharaghani

“…Results of this study show that there is a significant relationship between the magnetic activities of the Sun in 11-year cycles and the temperature of the Earth, which can be considered an essential parameter in predicting many crises and climate changes on the Earth's surface. …”
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Exact Analytical Solutions for Modelling the Speed-Time Characteristics of Direct-Start Induction Machines under Various Operational Conditions on Ships: Review and Experimental Va... by Ilija Knezevic, Martin Calasan, Tatijana Dlabac, Filip Filipovic, Nebojsa Mitrovic

“…The results of the simulations and experimental tests highly corresponded with the analytical predictions, confirming the reliability and practical applicability of the analytical models.…”
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Crack path in liquid metal embrittlement: experiments with steels and modeling by T. Auger, S. Hémery, M. Bourcier, C. Berdin, M. Martin, I. Robertson

“…The challenges of building predictive LME cracking models are outlined.…”
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Correlation between the Frequency of Th17 Cell and the Expression of MicroRNA-206 in Patients with Dermatomyositis by Xinyi Tang, Xinyu Tian, Yue Zhang, Wei Wu, Jie Tian, Ke Rui, Jia Tong, Liwei Lu, Huaxi Xu, Shengjun Wang

“…And the serum concentrations of IL-6, IL-1β, TGF-β, and IL-23, the important cytokines of Th17 differentiation, were increased in DM patients. It was predicted that Krüppel-like factor 4 (KLF4) is one of the multiple targets of miR-206. …”
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Identifying Key Factors towards Highly Reflective Silver Coatings by Bo Zheng, Lai Peng Wong, Linda Y. L. Wu, Zhong Chen

“…It was observed that the development surface area ratio, Sdr, is a better roughness indicator in predicting the reflectance of polycrystalline silver films than the arithmetic average roughness, Ra.…”
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Computational Study of Trisindoline 5 Against Overexpressed EGFR Protein on Breast Cancer Stem Cell by Nurhayati A.P.D., Fatoni M., Santoso M., Wati F.A.

“…Trisindoline 5 can inhibit EGFR binding site on some amino acids and forms hydrogen bonds that predicted to be more stable. This research informed that trisindoline 5 might be potential for developing novel therapeutic drug against BCSCs.…”
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DeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts by Chaonan Ji, Tonio Fincke, Vitus Benson, Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Fabian Gans, Guido Kraemer, Francesco Martinuzzi, David Montero, Karin Mora, Oscar J. Pellicer-Valero, Claire Robin, Maximilian Söchting, Mélanie Weynants, Miguel D. Mahecha

“…Abstract With climate extremes’ rising frequency and intensity, robust analytical tools are crucial to predict their impacts on terrestrial ecosystems. Machine learning techniques show promise but require well-structured, high-quality, and curated analysis-ready datasets. …”
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PRMT5 Inhibitor EPZ015666 Decreases the Viability and Encystment of <i>Entamoeba invadens</i> by Rigoberto Ortiz-Hernández, Elmer Joel Millán-Casarrubias, Jeni Bolaños, Susana Munguía-Robledo, Carlos Vázquez-Calzada, Elisa Azuara-Licéaga, Jesús Valdés, Mario Alberto Rodríguez

“…In addition, we performed 3D modeling of this enzyme, as well as its molecular docking with the PRMT5 inhibitor EPZ015666, which predicted the affinity of the drug for the active site of the enzyme. …”
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Investigating canonical size phenomenon in drawing from memory task in different perceptual conditions among children by Magdalena Szubielska, Marcin Wojtasiński, Monika Pasternak, Katarzyna Pasternak, Paweł Augustynowicz, Delphine Picard

“…When drawing from memory, the participants were either sighted or blindfolded (to prevent visual feedback). We predicted that the drawn size of objects would increase with increasing size rank of objects. …”
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Exploring the Potential Imaging Biomarkers for Parkinson’s Disease Using Machine Learning Approach by Illia Mushta, Sulev Koks, Anton Popov, Oleksandr Lysenko

“…To ensure interpretability, we applied the local interpretable model-agnostic explainer (LIME), identifying contralateral putamen SBR as the most predictive feature for distinguishing PD from healthy controls. …”
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Application and Research Progress of Fat Substitutes in Meat Products Processing by Wantian XU, Yujuan XU, Cong LI, Hui ZHOU, Xiangjie MA, Baocai XU

“…Currently, fat substitutes are mainly used in western meat products such as Frankfurter sausage and hamburger patties, and less research has been conducted in Chinese meat products. This paper predicts that research on fat substitutes will be carried out from the perspectives of research and development of new fat substitutes, addition of functional factors, and digestion and absorption of fat substitutes in the human body, with the aim of providing ideas and technical support for the improvement of the consumption quality of new fat-reduced meat products.…”
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Study on wettability of water stemming for blasting dust adjusted by surfactants and inorganic salts by Fengjie Chen, Zejun Zhou, Ying Liang, Xiaowen Liu, Xiaoguang Wang, Pu Wang, Bolei Chen, Yong Liang, Yawei Wang

“…The density functional theory calculation predicted the wettability of water stemming containing sucrose fatty acid ester (SE) higher than that of water stemming containing other surfactants. …”
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Effect of Soil Salinity on Thermal Behavior of Sandy Soils Under a Sahara Climate by Djihad Bennaceur, Nadia Laredj, Mustapha Maliki, Hanifi Missoum

“…This paper proposes a conceptual and numerical model for predicting the hydrothermal behavior of unsaturated soils. …”
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Application of the Box-Behnken Design for Optimizing Biodiesel Output from Castor Oil: Analysis and Characterization by Sheyda Rezaei, Seyed Saeid Mohtasebi, Barat Ghobadian, Behzad Nouri, Majid Namdari

“…The regression model developed can be used to predict biodiesel's percentage conversion.…”
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A comprehensive insight of innovations and recent advancements in nanocarriers for nose-to-brain drug targeting by Naeem Mubarak, Muhammad Ahsan Waqar, Asad Majeed Khan, Zainab Asif, Aima Subia Alvi, Aqsa Arshad Virk, Sakeena Amir

“…Central Nervous System (CNS) disorders are the leading cause of illness and affect the everyday lives of people all around the globe and are predicted to increase tremendously in the upcoming decades. …”
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Extraction of Zinc and Manganese from Alkaline and Zinc-Carbon Spent Batteries by Citric-Sulphuric Acid Solution by Francesco Ferella, Ida De Michelis, Francesca Beolchini, Valentina Innocenzi, Francesco Vegliò

“…A second series of leaching tests is also performed to derive other empirical models to predict zinc and manganese extraction. Precipitation tests, aimed both at investigating precipitation of zinc during leaching and at evaluating recovery options of zinc and manganese, show that a quantitative precipitation of zinc can be reached but a coprecipitation of nearly 30% of manganese also takes place. …”
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Cryptophyte diversity and assembly mechanisms reveal ecological discontinuities in a river-estuary-coast continuum by Changyun Wang, Yao Liu, Zhuyin Tong, Shujie Cai, Yichong Wang, Nengwang Chen, Bangqin Huang, Wupeng Xiao

“…Contrary to Remane’s Artenminimum hypothesis, which predicts a minimum in species diversity at intermediate salinities, we observed a peak in cryptophyte richness within the estuarine zone. …”
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