Research Progress on Spectroscopic Analysis of Key Elements in Reprocessing of Spent Nuclear Fuel by Yan-lin WANG, Yu-ning YANG, Tao-xiang SUN

“…First, it is necessary to systematically study the chemical species and spectral patterns of different metal ions and establish a standard model to realize accurate analysis. Second, more efficient spectral analysis methods should be developed to meet the challenges of spectral overlap and baseline drift. …”
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Inflation expectations proprieties during the war: The case of Ukraine by Szyszko Magdalena, Rutkowska Aleksandra, Motuzka Olena

“…Its novel aspect also concerns the method applied—standard procedures cannot be used for this sample length.…”
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LC-Orbitrap-MS/MS Analysis of Chosen Glycation Products in Infant Formulas by Aleksandra Damasiewicz-Bodzek, Magdalena Szumska, Agnieszka Nowak, Sławomir Waligóra, Beata Pastuszka, Kamila Stopińska, Beata Janoszka

“…Therefore, the aim of this study was to develop a sensitive method to determine the content of AGEs in infant formulas. …”
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Unsupervised Cross-Regional and Cross-Year Adaptation by Climate Indicator Discrepancy for Crop Classification by Hengbin Wang, Yu Yao, Junyi Liu, Xindan Zhang, Yuanyuan Zhao, Shaoming Li, Zhe Liu, Xiaodong Zhang, Yelu Zeng

“…The experimental results show that ClimID-UDA achieves a more than 11% improvement in average accuracy and provides a viable option for large-scale cross-regional model transfer.…”
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Advancing Glaucoma Diagnosis Through Multi‐Scale Feature Extraction and Cross‐Attention Mechanisms in Optical Coherence Tomography Images by Hamid Reza Khajeha, Mansoor Fateh, Vahid Abolghasemi, Amir Reza Fateh, Mohammad Hassan Emamian, Hassan Hashemi, Akbar Fotouhi

“…In comparison to the earlier leading methods ConvNeXtLarge model, our method exhibits a 2.2% improvement in accuracy while using fewer parameters. …”
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Ribosome phenotypes for rapid classification of antibiotic-susceptible and resistant strains of Escherichia coli by Alison Farrar, Piers Turner, Hafez El Sayyed, Conor Feehily, Stelios Chatzimichail, Sammi Ta, Derrick Crook, Monique Andersson, Sarah Oakley, Lucinda Barrett, Christoffer Nellåker, Nicole Stoesser, Achillefs Kapanidis

“…Such accuracies correspond to the ability to differentiate susceptible and resistant samples with 99% confidence with just 2 cells, meaning that this method could eliminate lengthy culturing steps and could determine susceptibility with 30 min of antibiotic treatment. …”
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Factors predicting the length of stay in inpatient forensic psychiatric care in Hungary by Szabolcs Fekete, Szabolcs Fekete, Hunor Girasek, Hunor Girasek, Hunor Girasek, Gabor S. Ungvari, Gabor S. Ungvari, Gábor Gazdag, Gábor Gazdag

“…However, the regression model accounted for only 34.1% of the observed variance in LoS, suggesting the presence of additional unexplored factors that may lead to excessive LoS.ConclusionThe Hungarian forensic psychiatric system should implement a more evidence-based method for determining the LoS for inpatient care.…”
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Multiple Kinds of Pesticides Detection Based on Back-Propagation Neural Network Analysis of Fluorescence Spectra by Haiyi Bian, Hua Yao, Guohua Lin, Yinshan Yu, Ruiqiang Chen, Xiaoyan Wang, Rendong Ji, Xiao Yang, Tiezhu Zhu, Yongfeng Ju

“…However, given that the concentration of the pesticide detected via fluorescence spectroscopy is calculated in accordance with the Beer-Lambert law, this method can only be used to detect samples containing a single kind of pesticide or several kinds of pesticides with completely different fluorescence which is not in accordance with practical cases. …”
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Formation of flavor compositions of vegetable casseroles using carbohydrate-fat fillers by A. T. Vasyukova, A. V. Moshkin, I. A. Bogonosova

“…The research presents some features of the flow of physicochemical reactions that make it possible to describe the dynamics of the interaction of nutrients in the formed binary compositions of carbohydrate-fat structures of plant systems in the process of temperature exposure. The methods used. To carry out the tests, the potentiometric method was used and the pH of each sample was determined using the Expert-001-3pH device. …”
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Experimental Study on the Impact of High-Frequency Vibration Excitation on Coal Fracturing by Lei Zhang, Xufeng Wang, Zhijun Niu

“…The ultrasonic vibration rock-breaking method has been successfully applied to hard rock due to its high efficiency and controllable energy, providing a novel approach for the development of a more efficient, intelligent, safe, and environmentally friendly reconstruction method for coal and rock reservoirs. …”
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¹H-NMR Spectroscopy and Chemometric Fingerprinting for the Authentication of Organic Extra Virgin Olive Oils by Silvana M. Azcarate, Maria P. Segura-Borrego, Rocío Ríos-Reina, Raquel M. Callejón

“…This study applies proton-nuclear magnetic resonance (¹H-NMR) spectroscopy combined with chemometric analysis as a non-destructive, untargeted approach to differentiate EVOOs based on cultivation method (organic vs. conventional) and variety (<i>Hojiblanca</i> vs. …”
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Binary Particle Swarm Optimization with Manta Ray Foraging Learning Strategies for High-Dimensional Feature Selection by Jianhua Liu, Yuxiang Chen, Shanglong Li

“…The proposed BPSO-MRFL algorithm was evaluated using 10 high-dimensional small-sample gene expression datasets. The results demonstrate that the proposed BPSO-MRFL algorithm achieves enhanced classification accuracy and feature reduction compared to traditional feature selection methods. …”
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Sociometric network analysis in illicit drugs research: A scoping review. by Naomi Zakimi, Alissa Greer, Martin Bouchard, Arshpreet Dhillon, Alison Ritter

“…<h4>Conclusion</h4>Future illicit drugs research using whole network SNA should include more diverse data sources and samples, incorporate mixed and qualitative methods, and apply social network analysis to study drug policy.…”
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Natural biomaterial approach: Synergistic effects of cocoa and aloe vera in hydrogel-based bone regeneration: An in vitro study by Feni Istikharoh, Hidayat Sujuti, Edi Mustamsir

“…Aloe vera extract was obtained through the maceration method with 70 % ethanol. Samples were divided into four groups with different concentrations and sterilized using gamma radiation. …”
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Psycholinguistic Mechanisms of Understanding Contemporary Poetry by Future Philologists by Наталія Михальчук, Ернест Івашкевич, Інна Ногачевська, Олександр Набочук, Оксана Войтенко

“…The purpose of the article is to conduct the empirical study of understanding contemporary poetry by future philologists, which helps us to distinguish psycholinguistic mechanisms of such understanding. The methods of the research. The research was carried out using a sample method (using a questionnaire developed by us (Mykhalchuk, Ivashkevych & Nabochuk, 2020). …”
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Single nucleotide and copy number polymorphisms of the SULT1A1 gene in a South African Tswana population group by Hlengiwe Mbongwa, Petrus Pretorius, Annemarie Kruger, Gerhard Koekemoer, Carolus Reinecke

“…Next, using a quantitative multiplex PCR method to estimate the SULT1A1 gene number of copies in 459 subjects of our population, we discovered between one and five copies: 0.65% of the subjects had a single copy (allele deletion) and 60.14% of the subjects had three or more copies. …”
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Student academic performance prediction via hypergraph and TabNet by Yisheng Yang, Shiyu Zhao, Sufang An, Xiaoyong Li, Yong Zhang

“…This method first processes and extracts usable behavior features from collected multi-source campus behavior data; secondly, it utilizes K-Nearest Neighbors (KNN) to construct a hypergraph to describe the higher-order associations among students; then, it uses hypergraph convolution to aggregate neighborhood features to learn sample embedding representations; finally, the academic performance of students are predicted by the TabNet model. …”
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Effects of Different Tillage, Rotation Systems and Nitrogen Levels on Wheat Yield and Nitrogen Use Efficiency by Nihal Kayan, Nazife Gözde Ayter Arpacıoglu, Imren Kutlu, Mehmet Sait Adak

“…Therefore, the experiments should be conducted for more than four years for revealed absolute effects both soil tillage method and nitrogen fertilization.…”
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Supercritical Extraction Technology of Obtaining Polyunsaturated Acids from Starfish (Lysastrosoma anthosticta Fisher, 1922) by Alexander M. Zakharenko, Konstantin Yu. Kirichenko, Igor A. Vakhniuk, Kirill S. Golokhvast

“…The yield of fatty acids obtained with supercritical carbon dioxide co-solvent was 1.8 times higher than that obtained with standard extraction according to the Folch method. The content of impurities was lower than in the samples with chloroform-methanol system. …”
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Can executives’ digital background develop the level of AI utilization in enterprises by Ruichao Yu, Linrong Wu, Guiying Li, Zixin Wang

“…Robustness checks, including the substitution of key variables, model alteration, the application of the instrumental variable method, and the Heckman two-stage method, confirm the persistence of these findings. …”
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