Probabilistic Neural Networks (PNNs) for Modeling Aleatoric Uncertainty in Scientific Machine Learning by Farhad Pourkamali-Anaraki, Jamal F. Husseini, Scott E. Stapleton

“…Contributions of this paper include the development of a probabilistic distance metric to optimize PNN architecture, and the deployment of PNNs in controlled data sets as well as a practical material science case involving fiber-reinforced composites. The findings confirm that PNNs effectively model aleatoric uncertainty, proving to be more appropriate than the commonly employed Gaussian process regression for this purpose. …”
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Application of Response Surface Methodology to Study the Effects of Brisket Fat, Soy Protein Isolate, and Cornstarch on Nutritional and Textural Properties of Rabbit Sausages by Joseph M. Wambui, Edward G. Karuri, Margaret M. M. Wanyoike

“…Sausage samples were prepared using a five-level three-variable Central Composite Rotatable Design with 16 combinations, including two replicates of the center point, carried out in random order. …”
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Adhesive contact between two-dimensional anisotropic elastic bodies by Nguyen Dinh Duc, Nguyen Van Thuong

“…Since the composite materials are generally anisotropic and contact bodies are all deformable, it is more practical to consider the adhesive contact of two anisotropic elastic materials. …”
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A multivariate framework for measuring international mobility in tertiary education with neutrosophic sentiment assessment by Álvaro Toledo-San-Martin, Claudio Ruff-Escobar, Purification Galindo-Villardon, Purificación Vicente-Galindo

“…This study analyzes the international mobility of tertiary education in 29 countries from 2013 to 2020 using international students as a percentage of enrollment as a primary dependent variable. The goal is to evaluate trends across nations and subsequently propose a composite index of the multidimensional phenomenon. …”
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Innovative Suspension Structures: The Role of Straight Elements Under Asymmetric Loads by Algirdas Juozapaitis, Alfonsas Daniūnas

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Determining boride layer thicknesses formed on XC38 steel with artificial neural network by Yassine El Guerri, Bendaoud Mebarek

“…They are achieved by a process known as boriding in which boron atoms are diffused into the material until saturation, where a layer that may be mono or dual-phased begins to thicken over time depending on the period of treatment, the temperature held, the media applied, the composition of the material with its impurities, and more. …”
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Macrobenthic assemblages across deep-sea pockmarks and carbonate mounds at Santos Basin, SW Atlantic by Orlemir Carrerette, Arthur Z. Güth, Gilberto Bergamo, Bruno H. M. Souza, Thomás N. S. Banha, Paula D. Nagata, Julia Metzker, André Calloni Souza, Raíssa Basti Ramos, Paulo Y. G. Sumida

“…The abundance, taxonomic composition and also the feeding modes varied across the deep-water coral sites and pockmarks, reflecting in a mosaic of benthic habitats. …”
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Effects of replacing rye silage with mixed rye-vetch-straw silage on feed intake, milk production, digestion processes, and blood metabolites in dairy cows by G. Terler, T. Gruber, T. Hartinger, Q. Zebeli

“…This research sought to evaluate the effects of feeding mixed rye-vetch-straw silage (RVSS) in replacement of whole crop rye silage on feed intake, ECM yield, milk composition, nutrient digestibility, and metabolic variables of dairy cows. …”
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Quantitative Detection of Water Content of Winter Jujubes Based on Spectral Morphological Features by Yabei Di, Huaping Luo, Hongyang Liu, Huaiyu Liu, Lei Kang, Yuesen Tong

“…Secondly, the multiple regression terms with high significance levels were used as the characteristic variables to be fused with the extracted characteristic wavelength variables for the data fusion. …”
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Heritability and tissue specificity of expression quantitative trait loci. by Enrico Petretto, Jonathan Mangion, Nicholas J Dickens, Stuart A Cook, Mande K Kumaran, Han Lu, Judith Fischer, Henrike Maatz, Vladimir Kren, Michal Pravenec, Norbert Hubner, Timothy J Aitman

“…Trans-eQTLs generally show smaller effects than cis-eQTLs and have a higher false discovery rate, particularly in more heterogeneous tissues, suggesting that small biological variability, likely relating to tissue composition, may influence detection of trans-eQTLs in this system. …”
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Nutritional psychology and inflammatory bowel disease: a narrative review of gut-brain axis interactions by Omer Horovitz, Omer Horovitz

“…The paper reviews the physiological mechanisms linking IBD and psychiatric symptoms, particularly how inflammation and gut microbiota composition may influence mood disorders. It addresses the variability in psychiatric comorbidities across IBD subtypes (Crohn’s disease and ulcerative colitis) and highlights the challenges in standardized diagnosis and treatment. …”
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Petrogenesis of Intrusive body in Northeast of Joveinan, North of Isfahan, Urumieh- Dokhtar magmatic zone by Shahzad Sherafat, Majid Zeidi, Mahnaz Khodami

“…The igneous rocks exhibit a composition range of amounts of SiO2 (53.18-59.46 wt.%), Al2O3 (15.27-16.14 wt.%), Na2O (2.79-5.76 wt.%), K2O (1.42-2.56 wt.%) and variable concentrations of Fe2O3* (7.61-11.13 wt.%), MgO (2.92-3.87 wt.%), CaO (5.15-7.80 wt.%) and LOI (1.4-2.7 wt.%). …”
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Geochemical insights into the internal dynamics of debris avalanches. A case study: The Socompa avalanche, Chile by Régis Doucelance, Karim Kelfoun, Philippe Labazuy, Chantal Bosq

“…We interpret these results as being due to more efficient vertical mixing during the avalanche emplacement.…”
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Experimental Study on the Dynamic Mechanical Properties of a Jointed Rock Mass under Impact Loading by Feng Wang, Mengxiang Wang, Haibo Wang, Hao Wang, Qi Zong

“…With increasing strain rate, the peak stress and energy of the composite specimen increase and there is an obvious strain rate effect. …”
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The influence of buyer knowledge and economic level on sports product purchasing decisions by Ilham Ilham, Raihan Alfarobi Raihan, Bekir Erhan Orhan, Vlad Adrian Geantă Geantă

“…Measurement reliability and validity were assessed using Cronbach's alpha and Composite Reliability. Hypotheses were tested through linear regression analysis with a significance threshold of p < 0.05. …”
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Move4Future: implementation and effects of a pilot physical exercise programme for children and youth at risk from multi-problem families by Cristiana Mercê, Vera Simões, Liliana Ramos, Miguel Silva, Nancy Brígida, Anabela Vitorino, Marco Branco, Rafael Oliveira

“…Thus, this study aimed to analyze the effects of implementing the Move4Future pilot program, in children and adolescents, on the following variables: i) anxiety levels, ii) body composition, iii) physical fitness, and iv) physical activity levels. …”
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Effects of the drug carbamazepine on the structure and functioning of a freshwater aquatic ecosystem by Elien Versteegen, Miia Häkkinen, Dailing Wu, Ineke Heikamp-de Jong, Ivo Roessink, Edwin T.H.M. Peeters, Paul J. van den Brink

“…The composition of macroinvertebrate, zooplankton and microbial communities, primary producers and several physicochemical variables were analysed over a 14-week exposure period to determine the effects of a range of carbamazepine concentrations. …”
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Изучение исходного материала чины посевной для селекции в условиях Нижнего Поволжья by V. I. Zhuzhukin, V. S. Gorbunov, S. A. Zaytsev, D. P. Volkov

“…According to the results of statistics the variability of biochemical composition of kernels and green mass have been grouped into three grades. …”
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Study protocol to redefine muscle attenuation cut-offs for better prediction of mortality in patients with cirrhosis: a comprehensive post hoc validation study – a study protocol by Gennaro D'Amico, Manuela Merli, Aldo Montano-Loza, Simone Di Cola, Maryam Motamedrad

“…Introduction Myosteatosis, characterised by altered muscle composition detectable by muscle radiodensity attenuation on CT scans, has been associated with increased mortality in patients with cirrhosis. …”
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Metabolomic profiling of Thyone aurea highlights the impact of solvent storage by Cassandra Upton, Gerhard Prinsloo, Paul Steenkamp, Moses Okpeku

“…Additionally, full-scan UPLC-QTOF-MS was used to confirm the NMR-metabolomics annotation and to provide more information on the chemical profile of T. aurea. …”
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