Cellular morphodynamics as quantifiers for functional states of resident tissue macrophages in vivo. by Miriam Schnitzerlein, Eric Greto, Anja Wegner, Anna Möller, Oliver Aust, Oumaima Ben Brahim, David B Blumenthal, Vasily Zaburdaev, Stefan Uderhardt

“…Resident tissue macrophages (RTMs) are essential for tissue homeostasis. Their diverse functions, from monitoring interstitial fluids to clearing cellular debris, are accompanied by characteristic morphological changes that reflect their functional status. …”
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Evaluation for Sortie Generation Capacity of the Carrier Aircraft Based on the Variable Structure RBF Neural Network with the Fast Learning Rate by Tiantian Luan, Mingxiao Sun, Guoqing Xia, Daidai Chen

“…The simulations of approximating a typical nonlinear function, identifying UCI datasets, and evaluating sortie generation capacity of an carrier aircraft show the effectiveness of VS-RBF.…”
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Functioning of the Energy Sector Under Crisis Conditions—A Polish Perspective by Joanna Florek, Ryszard Staniszewski, Dorota Czerwińska-Kayzer, Dariusz Kayzer

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The potential microbial inactivation mechanisms of reduced graphene oxide functionalized textiles by Qinghong Huang, Tianyu Kou, Mingrui Liao, Tianhao Ge, Jing Liu, Jian R. Lu, Heng Zhai, Yi Li

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Subregions of the Rotator Cuff Muscles Present Distinct Anatomy, Biomechanics, and Function by Emma Cavanaugh, Atenas Arcot Santillan, Kyosuke Hoshikawa, Hugo Giambini

“…Understanding these functional subregional differences is vital for diagnosing and managing shoulder pathologies like RC tears. …”
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Behavior of the Lyα Damping Wings as a Function of Reionization Topology by Yash M. Sharma, Frederick B. Davies, Prakash Gaikwad, Fahad Nasir, Sarah E. I. Bosman

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TYPOLOGY AND FUNCTIONS OF READING PERFORMANCE IN CONTEMPORARY UKRAINIAN CHILDREN’S AND ADOLESCENT LITERATURE by Oleksandra A. Visych, Tetiana V. Mykhalchuk

“…In many texts for children and adolescents, the performance of reading has a therapeutic function, helping characters overcome emotional challenges and traumatic situations.…”
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Hierarchical quantitative prediction of photovoltaic power generation depreciation expense based on matrix task prioritization considering uncertainty risk by Yinming Liu, Wengang Wang, Xiangyue Meng, Yuchen Zhang, Zhuyu Chen

“…According to the calculated risk value, a double-layer photovoltaic power generation cost planning model is constructed, the upper and lower objective functions of the model are determined, and the constraint conditions are designed; Obtain a cost planning objective function solution base on a matrix task prioritization method, and generating a prioritization table; Prediction of photovoltaic power generation depreciation expense based on long-short memory neural network for each solution in the sorting table. …”
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Weekly Intraperitoneal Injection of Tamoxifen in an Inducible In Vivo Model of Junctional Epidermolysis Bullosa Generates Early and Advanced Disease Phenotypes by Eleri Mai Jones, Priya Garcha, Monique Aumailley, Edel Anne O’Toole, Emanuel Rognoni, Matthew Caley

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DoubleNet: A Method for Generating Navigation Lines of Unstructured Soil Roads in a Vineyard Based on CNN and Transformer by Xuezhi Cui, Licheng Zhu, Bo Zhao, Ruixue Wang, Zhenhao Han, Kunlei Lu, Xuguang Feng, Jipeng Ni, Xiaoyi Cui

“…This research introduces DoubleNet, an innovative deep-learning model designed to generate navigation lines for such conditions. To improve the model’s ability to extract image features, DoubleNet incorporates several key innovations, such as a unique multi-head self-attention mechanism (Fused-MHSA), a modified activation function (SA-GELU), and a specialized operation block (DNBLK). …”
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Multiscale investigation of collagen structure in human skin and gel matrices using polarization resolved second harmonic generation microscopy by Mengyao Zhou, Madalena Pinto Gomes, Anouk Elgersma, H. Ibrahim Korkmaz, Bouke K. H. L. Boekema, Marie Louise Groot

“…Abnormal collagen organization, such as in fibrosis or scar tissue, compromises both skin functionality and aesthetics. In this study, we employed label-free polarization resolved second harmonic generation (PSHG) microscopy to investigate collagen structure in artificial collagen matrices with various Col I/III ratios at the fibril scale ( $$\sim$$ ∼ 1 to $$3\,\upmu \hbox {m}$$ 3 μ m ) and in ex vivo human healthy and scarred skin at the fiber scale ( $$\sim 10$$ ∼ 10 to $$20\,\upmu \hbox {m}$$ 20 μ m ). …”
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Criteria Analysis for the Selection of a Generative Artificial Intelligence Tool for Academic Research Based on an Improved Group DEMATEL Method by Constanta Zoie Radulescu, Marius Radulescu

“…Generative Artificial Intelligence (GenAI) tools are transforming academic research by significantly enhancing efficiency, accuracy, and productivity. …”
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High-Yield Generation of Glucose-Responsive Pseudoislets From Murine Insulinoma Cells for Studies and Longitudinal Monitoring of Graft Survival by Grisell C. Gonzalez, Chris M. Li, Ilaria Pasolini, Sophia I. Pete, Connor Verheyen, Sofia M. Vignolo, Teresa De Toni, Aaron A. Stock, Alice A. Tomei

“…Compared to primary pancreatic islets, insulinoma cell-derived 3D pseudoislets offer a more accessible, consistent, renewable, and widely applicable model system for optimization and mechanistic studies in type 1 diabetes (T1D). …”
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Fed-DPSDG-WGAN: Differentially Private Synthetic Data Generation for Loan Default Prediction via Federated Wasserstein GAN by Padmaja Ramachandra, Santhi Vaithiyanathan

“…We investigate the potential of replacing the original data with statistically similar synthetic data to be used as training data to predict loan defaulters. Generative adversarial networks stand out with the best privacy utility trade-off among the many approaches that can generate synthetic data. …”
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Investigating the Pulmonary Host Response of <i>Acinetobacter baumannii</i> Infection-Associated Pneumonia by Metagenomic Next-Generation Sequencing by Mu-Jung Chou, Chih-Hung Cheng, Hui-Ching Wang, Ming-Ju Tsai, Chau-Chyun Sheu, Wei-An Chang

“…Partek was used for investigating enriched functions and pathways related to the pulmonary host response to pneumonia caused by <i>A. baumannii</i> with NDM infection and <i>A. baumannii</i> without antimicrobial-resistant genes. …”
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Generative spatial artificial intelligence for sustainable smart cities: A pioneering large flow model for urban digital twin by Jeffrey Huang, Simon Elias Bibri, Paul Keel

“…The model enhances decision-making processes, supports evidence-based planning and design, fosters integrated development strategies, and enables the development of more efficient, resilient, and sustainable urban environments. …”
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Waveguide-Integrated Plasmonic Photodetectors and Activation Function Units With Phase Change Materials by Jacek Gosciniak

“…With a rapidly growing amount of data generated and processed, a search for more efficient components and architectures such as neuromorphic computing that can perform increasingly complex operations in more efficient way continue. …”
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Assisted Reproduction Technologies (ART): Impact of Mitochondrial (Dys)function and Antioxidant Therapy by Filipa C. Ferreira, José Teixeira, Fernando Lidon, Fernando Cagide, Fernanda Borges, Rosa M. L. N. Pereira

“…It is widely demonstrated that all these changes impair reproductive function. Several studies have connected the increase of reactive oxygen species (ROS) generated in mitochondria to the recently identified decline of fertility due to various factors, including heat stress. …”
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Experimental Verification of Optimized Multiscroll Chaotic Oscillators Based on Irregular Saturated Functions by J. M. Muñoz-Pacheco, D. K. Guevara-Flores, O. G. Félix-Beltrán, E. Tlelo-Cuautle, J. E. Barradas-Guevara, C. K. Volos

“…Multiscroll chaotic attractors generated by irregular saturated nonlinear functions with optimized positive Lyapunov exponent are designed and implemented. …”
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Voxelization and one-dimensional lattice structures for industrial components using function representation by Antonio Bacciaglia, Alfredo Liverani, Alessandro Ceruti

“…The proposed method defines the unit cell geometry using function representation primitives to model cylindrical struts and spheres, followed by isosurface triangulation and spatial replication within a voxelized design space. …”
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