Alaska Upper Crustal Velocities Revealed by Air-to-Ground Coupled Waves From the 2022 Hunga Tonga-Hunga Ha’apai Eruption by Kenneth Macpherson, David Fee, Stefan Awender, Bryant Chow, Juliann Colwell, Sam Delamere, Matt Haney

“…This type of air-to-ground coupled wave was observed globally following the largest explosion of the instrumental age, the climactic eruption of the Hunga Tonga-Hunga Ha’apai volcano on 15th January, 2022. We utilize this unprecedented source, along with the presence of colocated seismometers, infrasound sensors, and barometers in Alaska, to examine coupling and reveal elastic parameters beneath the stations. …”
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T cell-related diagnostic model and the underlying mechanism related to PRF1-mediated glycolysis in sepsis: evidences from single-cell, bulk transcriptomics, and experiment validat... by Fu Tian, Hui Chen, Zhicheng Huang, Kai Qiu

“…Methods Through downloading the single-cell RNA-sequencing (scRNA-seq) and RNA-seq data from online source, a series of bioinformatics methods including principal component analysis (PCA), differential expression analysis, and least absolute shrinkage and selection operator (LASSO) was used for selection of the T cell-related signatures. …”
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ML-Based Screening of miRNA Inhibitors and Intervention of lncRNA/miRNA/mRNA Axis in Oncogenic KRAS-Associated Colorectal Cancer by Prasanna Srinivasan Ramalingam, Deepak B. Thimiri Govinda Raj, Murugan Subramanian, Sivakumar Arumugam

“…Although the role and function of the lncRNA axis are not clearly understood, various studies have recently focussed on the evaluation of the lncRNA axis role in various cancers. …”
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FAM3C Regulates Glioma Cell Proliferation, Invasion, Apoptosis, and Epithelial Mesenchymal Transition via the Notch Pathway by Xiaochao Xia, Zihao Wang, Lvmeng Song, Yinchuan Cheng, Ping Xiong, Shun Li

“…Herein, we aimed to further investigate the oncological mechanism of FAM3C, specifically in glioma. Methods We utilized open‐source bioinformatics tools and platforms to analyze the transcriptional expression levels, prognosis, and correlation with clinical variables of FAM3C in gliomas, and subsequently, to hypothesize its potential molecular functions and possibly associated signaling pathways. …”
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Development of empirical correlations for sustainable breakup characterization of water and high-viscous oil sheets under acoustic perturbations using high-speed imaging by Aman Singh, Devesh T, Subhash K, Preetam Polavarapu, Jayakrishnan Rahul, Karthick S, Balaji K

“…The key innovation of this study is the design and fabrication of a compact liquid sheet acoustic atomizer that efficiently utilizes acoustic energy to produce high-quality sprays. …”
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Impulse Shaping Method Based on Bayesian Deconvolution by JIA Tonghui, LIU Yi, WANG Ming, MA Yingjie, WANG Bo

“…This system was equipped with a thermoelectrically cooled solid-state detector and a preamplifier. The light source was a silver target X-ray tube, which was designed by Shanghai KeyWay Electronic Technology Co., Ltd. …”
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Optimization of Ultrasonic-Assisted Extraction of Crude Flavonoids from Moutai Distillers Grains and Evaluation of Their Antioxidant and Anti-Inflammatory Activities by Ju Guo, Wei Liu, Hehe Li, Qinfei Ke, Feng Chen, Qingran Meng, Xingran Kou

“…Distillers grains are the main by-products of the brewing industry, with a large output but a low degree of resource utilization. Exploring more efficient comprehensive utilization technologies for distillers grains is of great significance for increasing the added value of the brewing industry. …”
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Computational Phenotyping of Obstructive Airway Diseases: A Systematic Review by Bashir MBA, Milani GP, De Cosmi V, Mazzocchi A, Zhang G, Basna R, Hedman L, Lindberg A, Ekerljung L, Axelsson M, Vanfleteren LEGW, Rönmark E, Backman H, Kankaanranta H, Nwaru BI

“…Additional sources included conference proceedings, reference lists, and expert recommendations. …”
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Influencing Factors on the Sports Business: United Nations Sustainable Development Goals Approach through Championship Sports by Makki Mohmmed Safi, Rasool Nazari, Hassanin Abdul Wahed Abbas, Khosro Jalai Dehkordi

“…Advanced measures include emulating prosperous countries, providing sustainable financial, economic, and business resources, environmental solutions, and creating a professional labor market. …”
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Tracking the Construction Land Expansion and Its Dynamics of Ho Chi Minh City Metropolitan Area in Vietnam by Yutian Liang, Jie Zhang, Wei Sun, Zijing Guo, Shangqian Li

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Combined bailing capsule and conventional therapies in the treatment of chronic renal failure: a meta-analysis and economic evaluation by Yumei He, Yumei He, Wei Li, Wei Li, He Zhu, He Zhu, Sheng Han, Sheng Han

“…However, limited research assesses the clinical benefits of Bailing capsules in the context of healthcare resource utilization. Therefore, we conducted this study to compare the efficacy of Bailing capsules combined with conventional therapies and to assess their economic value from the Chinese healthcare system perspective.MethodsFor the meta-analysis, six bibliographic databases were systematically searched for eligible randomized controlled trials (RCTs) from their inception until May 2025. …”
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SmartExplorer1.0: A Novel Intelligent Framework for Path Planning in Robotics by Chiara Furio, Angelo Ugenti, Giulio Reina, Mario Massimo Foglia, Luciano Lamberti

“…It complies with varying vehicle specifications while considering factors like soil granularity, slope consistency, heat sources and electromagnetic fields, elements often overlooked by conventional approaches. …”
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Quality and content evaluation of thyroid eye disease treatment information on TikTok and Bilibili by Haisheng Wang, Huahong Zhang, Jiamin Cao, Feng Zhang, Wei Xiong

“…Abstract Thyroid eye disease (TED) is an autoimmune condition that commonly impacts patients’ visual function, appearance, and psychological well-being. …”
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Predictive Modeling of Long-Term Care Needs in Traumatic Brain Injury Patients Using Machine Learning by Tee-Tau Eric Nyam, Kuan-Chi Tu, Nai-Ching Chen, Che-Chuan Wang, Chung-Feng Liu, Ching-Lung Kuo, Jen-Chieh Liao

“…Background: Traumatic brain injury (TBI) research often focuses on mortality rates or functional recovery, yet the critical need for long-term care among patients dependent on institutional or Respiratory Care Ward (RCW) support remains underexplored. …”
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Identification and comparative analysis of genes in response to cold stress between two mainly cultivated tetraploid cottons by QI Bowen, GUO Menglan, LU Hejun, MEI Huan, ZHAO Ting, FANG Lei

“…In order to further explore the genes related to cold tolerance in cotton, we utilized transcriptome sequencing of leaf tissues of TM-1 (Gossypium hirsutum) and Hai7124 (G. barbadense) under cold treatment (4 ℃) and the control treatment (28 ℃) at different stages to compare and analyze their differences in cold tolerance related gene’s functions, expression patterns, and metabolic pathways. …”
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How to Pick a Neuroprotective Drug in Stroke Without Losing Your Mind? by Joseph S. Tauskela, Nicolas Blondeau

“…Given the current limitations in resources, and the numerous strategies that have been proposed to take advantage of clinical and preclinical methodological improvements, we suggest that in vitro studies involving subjecting the most sensitive cells—neurons—to oxygen–glucose deprivation (OGD) can be used to resolve among the many possibilities. …”
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OPTIMIZATION OF TOPOLOGICAL STRUCTURES OF CENTRALIZED LOGISTICS NETWORKS IN THE PROCESS OF REENGINEERING by Vladimir Beskorovainyi, Antonii Sudik

“…The following methods are used: methods of systems theory, methods of utility theory, optimization and operations research. …”
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Prediction of teaching quality in the context of smart education: application of multimodal data fusion and complex network topology structure by Chunzhong Li, Chenglan Liu, Wenliang Ju, Yuanquan Zhong, Yonghui Li

“…Firstly, the article utilized a score management system and intelligent cameras to collect multimodal learning data; then, the original signal was decomposed into detail layers and approximation layers of different frequencies using wavelet transform, and high-frequency detail layers were processed for denoising through threshold functions; afterwards, in order to reduce the network size and parameters, attention mechanism was applied to screen the input features of the neural network; using students, teachers, and learning resources as network nodes, the connections between nodes were analyzed and a complex network topology structure was constructed; then, attention mechanism was used to fuse multimodal data, assigning different weights to each modality, integrating educational information, and highlighting key information in the prediction task. …”
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A POD-Based Reduced-Dimension Method for Solution Coefficient Vectors in the Crank–Nicolson Mixed Finite Element Method for the Fourth-Order Parabolic Equation by Xiaohui Chang, Hong Li

“…This clearly demonstrates the significant advantage of the RDCNMFE method in saving computational resources.…”
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Exploring habitat‐density relationships and model transferability for an alpine bird using abundance models by Håkon Brandt Fjeld, Jan Eivind Østnes, Erlend B. Nilsen

“…Abstract Because resources for monitoring and conservation are often limited, a primary objective in applied ecological research is to predict key state variables in one context (the prediction context) using models fitted to data collected in another context (the estimation context). …”
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