Code dependence of calculated crystalline electron densities. Possible lessons for quantum crystallography by Bruno Landeros-Rivera, Julia Contreras-García, Ángel Martín Pendás

“…The use of electronic structure methods in crystallographic data analysis, the now well known field of quantum crystallography, aids in the solution of several problems in X-ray diffraction refinement, as well as opening new avenues to access a whole new set of experimentally available observables. …”
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Advances in Amazigh Language Technologies: A Comprehensive Survey Across Processing Domains by Oussama Akallouch, Mohammed Akallouch, Khalid Fardousse

“…We analyze the evolution from rule-based systems to advanced neural models, demonstrating how researchers have addressed resource constraints through innovative approaches that blend linguistic knowledge with machine learning. Our analysis reveals uneven progress across domains, with optical character recognition reaching high maturity levels while machine translation remains constrained by limited parallel data. …”
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Interior design assistant algorithm based on indoor scene analysis by Lu Zhang

“…The scene analysis algorithm in interior design is widely used in computer vision. …”
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Optimizing hybrid models for forest leaf and canopy trait mapping from EnMAP hyperspectral data with limited field samples by Nizom Farmonov, Susanne Walden, Eric Martinée, Christian Lampei, Mona Schreiber, Lars Opgenoorth, Anjaharinony Andry Ny Aina Rakotomalala, Tobias Müller, Nina Farwig, Stefan Pinkert, Lucy Saueressig, Annabell Rosemarie Wagner, Robert R. Junker, Jochem Verrelst, Jörg Bendix

“…This study investigates the potential of spaceborne hyperspectral data from the Environmental Mapping and Analysis Program (EnMAP) for mapping key forest vegetation traits such as leaf area index (LAI), leaf chlorophyll content (Cab), leaf mass per area (LMA), specific leaf area (SLA), and leaf water content (Cw) as well as the rarely addressed leaf anthocyanin content (Canth) using a hybrid approach combining radiative transfer calculations and machine learning. …”
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MRAS: Master Regulator Analysis of Alternative Splicing by Lei Zhou, Yue Huang, Yang Zhao, Dan Guo, Xiao Wen, Ruihong Xu, Xuan Lv, Song Wu, Sicheng Jing, Zhaoqi Liu

“…Here, MRAS (Master Regulator analysis of Alternative Splicing) is introduced, a computational method designed to pinpoint the pivotal splicing factors that play a central role in shaping splicing regulatory networks and influencing cellular processes. …”
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Nutritional risk, functional decline, and symptom burden in lung cancer: a study based on PG-SGA scores and biochemical data by Shasha Shen, Shasha Shen, Shiyun Xing, Shiyun Xing, Tingting Shen, Li Niu, Xiaojing Tian, Xiaojing Tian, Hu Ma, Hu Ma, Xiaoxia Gou, Xiaoxia Gou

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Smartphone-based activity research: methodology and key insights by Ryan W. Turlip, Daksh Chauhan, Hasan S. Ahmad, Mert Marcel Dagli, Bonnie Y. Hu, Richard J. Chung, Yohannes Ghenbot, Ben J. Gu, Nisarg Patel, Richelle J. Kim, Julia Kincaid, Akash Verma, Jang W. Yoon

“…This study aims to provide a methodological guide for data collection and analysis of smartphone accelerometer data to assess clinical outcomes following surgery.MethodsPatient health metrics—namely daily steps, distance travelled, and flights climbed—were extracted from patient smartphones using easy-to-download applications. …”
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Phylogenetic analysis of migration, differentiation, and class switching in B cells. by Kenneth B Hoehn, Oliver G Pybus, Steven H Kleinstein

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Analysis of methods for selection of optimal parameters of stack by K. M. Mirsalikhov, A. M. Gribkov, N. D. Chichirova

“…In the course of analyzing the methodology for modeling the dispersion of impurities and calculating the height of the stack, it was concluded that, despite the large number of calculation models, the most accurate models are dispersion in air, based on meteorological data specific to a particular region. However, none of the considered methods for choosing the main dimensions of the stack is based on determining the optimal gas outlet rate based on the technical and economic analysis. …”
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Analysis of random factors of the self-education process by A. A. Solodov

“…Phenomena available for analysis a self-learning process (observed data) are events relevant to this process, which are modeled by points on the time axis, the number and position of which is assumed to be random. …”
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Teatro anatômico digital: práticas de representação do corpo na ciência The digital anatomical theater: scientific practices for representing the body by Marko Monteiro

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<i>Spinacia oleracea</i> L. Baby Leaves as a Source of Bioactive Principles: The Chemical Profiling of Eco-Sustainable Extracts by Using LC-ESI/HRMS- and ¹H NMR-Based Me... by Antonietta Cerulli, Luciana Maria Polcaro, Milena Masullo, Sonia Piacente

“…A principal component analysis (PCA) of LC-ESI/HRMS and NMR data was performed, revealing how 20-hydroxyecdysone and flavonoids, the specialized metabolites mainly responsible for the biological activity of <i>S. oleracea</i> leaves, occurred in the highest amount in the EtOH and EtOH:H₂O (70:30, <i>v</i>/<i>v</i>) extracts obtained by SLDE-Naviglio extraction. 20-hydroxyecdysone was also quantified in all the extracts via LC-ESI/QTrap/MS/MS using the Multiple Reaction Monitoring (MRM) method. …”
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Emergency management information support: analysis and suggestions by A. V. Vakarev, O. A. Golodova, O. A. Gavrilova, O. N. Maksimova, O. M. Burdyugova

“…The study was carried out on the basis of the use of methods: theoretical analysis of the studied problem; integrating empirical data; determining trends based on the standard deviation method; graphical; as well as a synthesis of conclusions and proposals based on the study.Results. …”
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Bidirectionally Coupled FE-CFD Simulation Study on MQL Machining Process of Ti-6Al-4V Alloy by Xiaorong Zhou, Lin He, Sen Yuan, Hongwan Jiang, Jing Deng, Feilong Du, Jingdou Yang, Zebin Su

“…This study introduced an innovative bidirectional iterative coupling framework integrating finite element (FE) analysis and computational fluid dynamics (CFD) to enhance simulation accuracy. …”
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Global analysis of small molecule binding to related protein targets. by Felix A Kruger, John P Overington

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Census and Analysis of Higher-Order Interactions in Real-World Hypergraphs by Xihang Meng, Xuemeng Zhai, Gaolei Fei, Sheng Wen, Guangmin Hu

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Bayesian Analysis of Complex Mutations in HBV, HCV, and HIV Studies by Bing Liu, Shishi Feng, Xuan Guo, Jing Zhang

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Systematic Analysis of Transcriptional and Post-transcriptional Regulation of Metabolism in Yeast. by Emanuel Gonçalves, Zrinka Raguz Nakic, Mattia Zampieri, Omar Wagih, David Ochoa, Uwe Sauer, Pedro Beltrao, Julio Saez-Rodriguez

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BETASCAN: probable beta-amyloids identified by pairwise probabilistic analysis. by Allen W Bryan, Matthew Menke, Lenore J Cowen, Susan L Lindquist, Bonnie Berger

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Enhancing image security via chaotic maps, Fibonacci, Tribonacci transformations, and DWT diffusion: a robust data encryption approach by Mohammad Mazyad Hazzazi, Mujeeb Ur Rehman, Arslan Shafique, Amer Aljaedi, Zaid Bassfar, Aminu Bello Usman

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