Combining first principles and machine learning for rapid assessment response of WO3 based gas sensors by Ran Zhang, Guo Chen, Shasha Gao, Lu Chen, Yongchao Cheng, Xiuquan Gu, Yue Wang

“…Since density functional theory (DFT) is one of the first principles, DFT calculations were conducted to derive essential multi-physical parameters, including bandgap, density of states (DOS), Fermi level, adsorption energy, and structural modifications resulting from adsorption. …”
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Contribution of Suspension Bogies’ Aerodynamic Loads to the Dynamic Characteristics of a High-temperature Superconducting Maglev Train Running under Crosswind by Z. P. Li, X. F. Wang, Y. M. Pan, Y. Ding, P. F. Liu, Z. G. Deng

“…By employing the unsteady Reynolds-averaged Navier-Stokes (URANS) equations coupled with the shear stress transport (SST) k-ω turbulence model, we elucidate the dynamic impact of these aerodynamic loads on the vehicle's overall performance, thereby offering valuable insights into the structural design of the train. The accuracy of the numerical method was confirmed by using wind tunnel test data from the scaled ICE-2 model. …”
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Empowering Indigenous-led contaminant monitoring through collaborative partnerships and two-way capacity sharing by Louise Mercer, Deva-Lynn Pokiak, Dustin Whalen, Michael Lim, Paul J. Mann

“…Our approach facilitates a structural shift from collaborative monitoring with external analysis to autonomous monitoring that supports equity in research outcomes. …”
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LYRICEL: Knowledge Graphs Combined With Large Language Models and Machine Learning for Cross-Cultural Analysis of Lyrics—The Case of Greek Songs by Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Dionisios N. Sotiropoulos, Konstantina Chrysafiadi, Evangelos Sakkopoulos, George A. Tsihrintzis, Maria Virvou

“…An important feature of LYRICEL is its use of KG visualizations, which serve as dynamic links to improve interpretability and validatability by structuring data relationships and sources. These visualizations are central to advancements in four areas: KG representation learning, knowledge acquisition, temporal KGs, and knowledge-aware applications. …”
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Knowledge-Based Human Resource Management, Logistics Capability, and Organizational Performance in Small Finnish Logistics Service Providers by Pietro Evangelista, Aino Kianto, Henri Hussinki, Mika Vanhala, Anna-Maija Nisula

“…Structural equation modeling and partial least squares analysis were used to test the hypothesized relationships between HRM practices and the organizational performance of logistics companies, as well as the mediating impact of logistics capability. …”
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Analysis of Failures and Protective Measures for Core Rods in Composite Long-Rod Insulators of Transmission Lines by Guohui Pang, Zhijin Zhang, Jianlin Hu, Qin Hu, Hualong Zheng, Xingliang Jiang

“…Through analysis of extensive field data and research findings, key failure mechanisms are identified. …”
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Rearrangement of 11q23 Chromosome Region in Acute Myeloid Leukemias in Children by EV Fleishman, OI Sokova, AV Popa, GA Tsaur, LN Konstantinova, OM Plekhanova, MV Strigaleva, ES Nokhrina, VS Nemirovchenko, OR Arakaev

“…In addition, a great variability of numerical and structural additional chromosomal abnormalities was observed. …”
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Reciprocal impact of mental health and quality of life in children and adolescents—a cross-lagged panel analysis by Markus A. Wirtz, Janine Devine, Michael Erhart, Michael Erhart, Franziska Reiß, Maren Böcker, Maren Böcker, Maren Böcker, Anja A. Schulz, Fionna Zöllner, Ann-Kathrin Napp, Ulrike Ravens-Sieberer, Anne Kaman

“…Cross-lagged-panel models, which offer higher internal validity than traditional cross-sectional and longitudinal analyses, were estimated using structural equation modeling (maximum likelihood).ResultsDifferent prediction models proved to be valid for children vs. adolescents (Δχ2df = 48 = 167.84, p < 0.001). …”
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Enhancing Corn Image Resolution Captured by Unmanned Aerial Vehicles With the Aid of Deep Learning by Emilia Alves Nogueira, Bruno Moraes Rocha, Gabriel da Silva Vieira, Afonso Ueslei da Fonseca, Juliana Paula Felix, Antonio Oliveira-Jr, Fabrizzio Soares

“…The metrics used to evaluate the quality of the resulting images were Euclidean, Peak Signal-to-Noise Ratio (PSNR), Structural Similarity Index (SSIM), Jaccard and Learned Perceptual Image Patch Similarity (LPIPS). …”
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Top 10 palliative care research priorities in France: a 3-step, mixed-methods protocol (AXEPRO study) by Stéphane Sanchez, Guillaume Economos, Fiona Ecarnot, Cecile Barbaret, Raphaëlle Habert-Dantigny, Héloïse Rouze, Doan Huynh, Roseline Huynh, Caroline Tête, Martin Julier-Costes, Valérie Amouroux-Gorsse, Isabelle Lavault, Justine Bret

“…A multidisciplinary steering committee including board-certified PC physicians, methodologists, nurses, a sociologist, an anthropologist and an information specialist will analyse the data collected in order to delete duplicate questions, do a thematic and population classification of the responses, modify questions using the PICO (patient problem, intervention, comparison and outcome) format and perform a literature review on each question to identify any relevant systematic review.Ethics and dissemination We expect the results to have wide-ranging benefits, for example, by prompting investment in the 10 prioritised research questions. …”
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Migration, Urbanism and Health: Moving Toward Systems-Informed Policy and Practice [version 2; peer review: 1 approved, 2 approved with reservations] by Karen Lau, Furio Honsell, Sally Hargreaves, Rita Sà Machado, Palmira Immordino, Cathy Zimmerman, Anna Ziersch, Yang Xiao, Irene Torres, Stefania Pascut

“…However, to optimize policy responses and improve urban health outcomes, more robust data and evidence on the health risks and outcomes of migrants, as well as the structural drivers of migration, are needed. …”
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Association of cancer and outcomes of patients hospitalized for COVID-19 between 2020 and 2023 [version 2; peer review: 1 approved, 2 approved with reservations, 1 not approved] by Robert F Terry, Rugiatu Z Kamara, Robert J Samuels, Donald S Grant, Sulaiman Lakoh, Mustapha Kabba, Innocent Nuwagira, Yusuf Sheku Tejan, Sia Morenike Tengbe, Ibrahim Franklyn Kamara, Shermarke Hassan, Abdulai Tejan Jalloh, Divya Nair, Laura Merson

“…Methods We conducted an analysis on data collected in a large prospective cohort study set-up by the International Severe Acute Respiratory and Emerging Infection Consortium (ISARIC). …”
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Lanthanide Heterometallic MOFs with 5-Iodosophthalate Linkers: Tuning of Luminescent Properties by Varying of Metal Composition by Mikhail A. Bondarenko, Roman V. Redkin, Elizaveta A. Pilyukova, Nikita A. Korobeynikov, Alexander S. Zaguzin, Marianna I. Rakhmanova, Tatiana Ya. Guselnikova, Evgeny A. Maksimovsky, Vladimir P. Fedin, Sergey A. Adonin

“…Coordination polymers [Gd₂(5-iip)₃(DMF)₄]·0.4DMF (<b>1</b>) and [Dy₂(5-iip)₃DMF₂]·0.33DMF (<b>2</b>) (5-iip²⁻—5-iodoisophthalate) feature two different structural types, as follows from X-ray diffractometry data. …”
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Brain-clinical biotyping in patients with idiopathic REM sleep behavior disorder by Shi Tang, Bei Huang, Yanlin Wang, Yaping Liu, Jing Wang, Li Zhou, Siyi Gong, Yuhua Yang, Joey WY Chan, Steven WH Chau, Winnie CW Chu, Jill Abrigo, Jean-François Gagnon, Yun Kwok Wing

“…This study aimed to identify novel brain-clinical biotypes in iRBD by integrating structural MRI and clinical assessments. We included 172 patients with video-polysomnography-confirmed iRBD and 126 controls who underwent multimodal MRI and clinical evaluation. …”
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The influence of unverified news and electronic word-of-mouth on customer satisfaction and purchase intention: An empirical study on the food and beverage industry by Ngoc-Hong Duong, Chi Viet Duong, Thien Kim Nguyen Ba, Bao Tran Tran, Minh Chau Thai

“…The hypotheses were tested through Partial Least Squares Structural Equation Modeling (PLS-SEM) using SmartPLS4. …”
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Long read sequencing enhances pathogenic and novel variation discovery in patients with rare diseases by Shruti Sinha, Fatma Rabea, Sathishkumar Ramaswamy, Ikram Chekroun, Maha El Naofal, Ruchi Jain, Roudha Alfalasi, Nour Halabi, Sawsan Yaslam, Massomeh Sheikh Hassani, Shruti Shenbagam, Alan Taylor, Mohammed Uddin, Mohamed A. Almarri, Stefan Du Plessis, Alawi Alsheikh-Ali, Ahmad Abou Tayoun

“…Here, we report a simplified funnel-down filtration strategy aimed at enhancing the identification of small and large deleterious variants as well as abnormal episignature disease profiles from whole-genome LRS data. This approach detected all pathogenic single nucleotide, structural, and methylation variants in a positive control set (N = 76) including an independent sample set with known methylation profiles (N = 57). …”
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Quantifying the Unknowns of Plaque Morphology: The Role of Topological Uncertainty in Coronary Artery Disease by Yashbir Singh, ME, PhD, Quincy A. Hathaway, MD, PhD, Karthik Dinakar, PhD, Leslee J. Shaw, PhD, Bradley Erickson, MD, PhD, Francisco Lopez-Jimenez, MD, MBA, MSc, Deepak L. Bhatt, MD, MPH, MBA

“…Topological uncertainty refers to ambiguities in spatial and structural characteristics of medical features, which can impact the interpretation of coronary plaques. …”
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Circulating tumor DNA detection (liquid biopsy): prospects in oncology by N. V. Zhukov, A. R. Zaretskiy, S. A. Lukyanov, S. A. Rumyantsev

“…Modern research techniques allows tumor studying in almost any level: protein expression, structural changes of DNA, RNA, epigenetic changes, activity of signaling pathways, microenvironment, interaction with the immune system, etc. …”
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The relationship between organizational trust and voice behavior among neonatal intensive care unit nurses in tertiary A hospitals in Sichuan Province: the mediating role of career... by Xiujuan Zhang, Xiujuan Zhang, Xi Huang, Xi Huang, Yanling Hu, Yanling Hu, Qiong Chen, Qiong Chen, Xiufang Zhao, Xiufang Zhao

“…Mediation analysis using structural equation modeling confirmed that career resilience mediated the relationship between organizational trust and voice behavior, with a mediation effect of 0.340, accounting for 44.8% of the total effect. …”
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Regenerative potential of PRP-based scaffolds in chronic wound healing: Mechanisms, advances, and therapeutic insights by Farag M.A. Altalbawy, Bilal Abdul Majeed Mukhlif, Ahemad Hussen, Jaafaru Sani Mohammed, Renuka Jyothi S, Arshdeep Singh, Shakti Bedanta Mishra, Ashish Singh Chauhan, Mohammad Ebrahim Astaneh, Narges Fereydouni

“…Conclusions: PRP-based scaffolds offer a multifunctional platform for chronic wound treatment by combining biological activity with structural support. Despite existing challenges such as variability in PRP preparation and limited clinical data, ongoing research and emerging technologies hold strong potential to standardize and enhance these therapies for future clinical translation.…”
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