Deep Learning Autoencoders for Fast Fourier Transform-Based Clustering and Temporal Damage Evolution in Acoustic Emission Data from Composite Materials by Serafeim Moustakidis, Konstantinos Stergiou, Matthew Gee, Sanaz Roshanmanesh, Farzad Hayati, Patrik Karlsson, Mayorkinos Papaelias

“…Structural health monitoring (SHM) in fiber-reinforced polymer (FRP) composites is essential to ensure safety and reliability during service, particularly in critical industries such as aerospace and wind energy. …”
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Research on the network structure evolution characteristics of outdoor sports tourism flow in the Yangtze River Economic belt based on online travel notes by Nianle Xiao, Binbin Zhao

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A Multi-Scale Unsupervised Feature Extraction Network with Structured Layer-Wise Decomposition by Yusuf Şevki Günaydın, Baha Şen

“…This decomposition enhances the information richness of input data while preserving its structural integrity, making it especially beneficial for grayscale or low-resolution images. …”
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Supply Chain Management: A Structured Narrative Review of Current Challenges and Recommendations for Action by Herbert Jodlbauer, Manuel Brunner, Nadine Bachmann, Shailesh Tripathi, Matthias Thürer

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Measurement of breathing in patients with post-COVID-19 using structured light plethysmography (SLP) by James Stockley, Brendan Cooper, Eyas Alhuthail, Andrew Coney

“…Patients were categorised based on their hospital treatment in (1) the intensive therapy unit (ITU) (requiring intubation) (n=65) or (2) respiratory wards only (n=45). Data from these two patient cohorts were compared with preacquired data from healthy controls (n=30).Results We have found a significantly increased respiratory rate (p=0.006) in ITU patients compared with the healthy cohort and also a significant decrease in the inspiratory time (p=0.01), expiratory time (p=0.005) and the total breathing cycle (p=0.008). …”
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Bridging the gap: empowering patients as research partners through a structured training program by Ashley Redding, Leah Copeland, Dana Murphy, Karen Clemmons-Lloyd, Kimberly Cummings, John Doyle, Sandy Kesavan, VeRonica Mitchell, Deyal Riley, Linda Stechison, Sara Santarossa

“…Topics covered included a comprehensive overview of the scientific process, qualitative research methods, focus group moderation, planning, coding, data interpretation, and dissemination of findings. …”
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Model-based estimates of age-structured SARS-CoV-2 epidemiology in households by Damon J. A. Toth, Theresa R. Sheets, Alexander B. Beams, Sharia M. Ahmed, Nathan Seegert, Jay Love, Lindsay T. Keegan, Matthew H. Samore

“…We paired these data with a probabilistic model of household importation and transmission composed of a novel combination of transmission variability and age- and size-structured heterogeneity. …”
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Frequency and Time-frequency-based Analysis of Pressure Drop Signals in Structured Packed Columns by Pietro Giustacori, Leonardo Zando, Riccardo Bacci Di Capaci, Elisabetta Brunazzi

“…Different liquid loads were investigated to enable a detailed study of the dynamic behavior of the structured packing during the onset of flooding. Two complementary methods were used for data analysis, a Fast Fourier Transform (FFT) was used to identify the dominant frequencies associated with the flooded stationary state. …”
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Modelling cell shape in 3D structured environments: A quantitative comparison with experiments. by Rabea Link, Mona Jaggy, Martin Bastmeyer, Ulrich S Schwarz

“…Cell shape plays a fundamental role in many biological processes, including adhesion, migration, division and development, but it is not clear which shape model best predicts three-dimensional cell shape in structured environments. Here, we compare different modelling approaches with experimental data. …”
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Doping investigation of structured GaN devices by highly lateral resolved TOF-SIMS by Patrick Diehle, Stephan Gierth, Mickael Lejoyeux, Karen Geens, Matteo Borga, Frank Altmann

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Uplink and downlink performance analysis of a structured coded NOMA in Cognitive Radio Networks by Wael Abd-Alaziz, Safaa N. Awny, Bilal A. Jebur

“…This study examines the uplink and downlink communication in a structured coded nonorthogonal multiple access (NOMA) in the context of cognitive radio networks (CRNs). …”
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Protein Adsorption by Basal Plane Graphite Surfaces: Molecular Images and Nano-Structured Films by A. Orasanu-Gourlay, R.H. Bradley

“…A linear fit was obtained when these data were plotted in the form of the Langmuir equation which resulted in a monolayer equivalent value of N m = 3.3 atom % protein nitrogen. …”
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Addressing the role of structured extensive listening among low-proficiency Thai learners of English by Chonlathorn Jantasode, Sugunya Ruangjaroon

“…Despite growing research on extensive listening (EL), structured approaches tailored for low-proficiency EFL learners struggling with self-directed learning are limited. …”
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Graph Neural Network-Based Attribute Auxiliary Structured Grouping for Person Re-Identification by Geyu Tang, Xingyu Gao, Zhenyu Chen, Huicai Zhong

“…Recently, person re-identification (re-ID) with weakly labeled or unlabeled data has drawn much attention in open-set and cross-domain re-ID systems especially for the attribute auxiliary weakly supervised person re-ID. …”
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TQAgent: Enhancing Table-Based Question Answering with Knowledge Graphs and Tree-Structured Reasoning by Jianbin Zhao, Pengfei Zhang, Yuzhen Wang, Rui Xin, Xiuyuan Lu, Ripeng Li, Shuai Lyu, Zhonghong Ou, Meina Song

“…Table-based question answering (TableQA) has emerged as an important task in natural language processing, yet existing models face challenges in handling complex reasoning and mitigating hallucinations, especially when dealing with diverse table structures. We introduce TQAgent, a framework designed to enhance table-based reasoning by incorporating knowledge graphs and tree-structured reasoning paths. …”
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Cognitive Structure of Randomness by G. I. Berestnev

“…The goal, first outlined in linguistics, the identification of deep cognitive characteristics in the structure of thought about randomness in the Russian and Indo-European linguistic mentality with the involvement of typological data is being realized. …”
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Breast Pain in a Lactating Person: An Objective Structured Clinical Examination for Clerkship Students by Nicola Young, Kelly Branford, Deborah L. Engle, Sarah K. Dotters-Katz, Andrea Dotson

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Effect of a structured teaching programme on mothers’ knowledge and utilisation of oral rehydration solution by Stephen Nanbur, Clement K. Dongurum, Godwin Achema, Emmanuel Andy, Sopen Chunuan, Kumzhi P. Ringkat, Kenai A. Nanchak, Nanvyat Nannim

“…However, two withdrew, resulting in a response rate of 97.1%. Data were collected by administering a pretest to the respondents and a post-test after a 3-h structured teaching programme on the preparation and utilisation of oral rehydration solution in the treatment of diarrhoea. …”
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Early Introduction of Cenobamate in Uncontrolled Focal Epilepsy: Insights from a Structured Controversy by Angelo Labate, Claudio Liguori, Elena Tartara, Gemma Tumminelli, Annacarmen Nilo, Marta Piccioli, Filippo Dainese, Luigi Del Gaudio, Carlo Di Bonaventura

“…Identified challenges include limited long-term safety data in specific populations and regional disparities in drug access. …”
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Contraceptive uptake and compliance after structured contraceptive counseling ‐ secondary outcomes of the LOWE trial by Isabella Bizjak, Niklas Envall, Karin Emtell Iwarsson, Helena Kopp Kallner, Kristina Gemzell‐Danielsson

“…The LOWE trial intervention provided structured contraceptive counseling resulting in increased uptake of LARC. …”
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