A Data-Driven Framework for Accelerated Modeling of Stacking Fault Energy from Density of States Spectra by Md Tohidul Islam, Scott R. Broderick

“…Using principal component analysis (PCA) and uniform manifold approximation and projection (UMAP), we identified key features from high-resolution vector representation of DOS data and explored their correlation with SFE. …”
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Proximity effect correction in electron beam lithography using a composite function model of electron scattering energy distribution by Qingyuan Mao, Jingyuan Zhu, Xinbin Cheng, Zhanshan Wang

“…Abstract The proximity effect induced by electron scattering is one of the main factors limiting the development of high-resolution electron beam lithography (EBL) technology. …”
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A low-cost picowatt calorimeter using a flexible printed circuit board by Hanliang Zhu, Yue Zhang, Lan Wang, Jan Brodský, Imrich Gablech, Jianguo Feng, Qi-Long Yan, Shujie Yang, Luke P. Lee, Pavel Neuzil

“…However, traditional calorimetry systems are often limited by high costs and complex fabrication processes. Here, we reduce the cost and fabrication complexity of microcalorimeters by utilizing widely available flexible printed circuit manufacturing processes. …”
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CFD simulation advances in urban aerodynamics: Accuracy, validation, and high-rise building applications by Abdellah Idrissi, Hicham El Mghari, Rachid El Amraoui

“…Despite advancements, challenges persist in modeling atmospheric boundary layers and complex urban geometries. This work emphasizes the need for standardized validation protocols and provides actionable insights for sustainable design, demonstrating CFD’s critical role in urban wind engineering…”
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Hydro-chemical profiling and contaminant source identification in agricultural canals using data driven clustering approaches by Yashaswi Songara, Anupam Singhal, Rahul Dev Garg, Srinivas Rallapalli

“…Despite this growing risk, long-term, high-resolution assessments that simultaneously capture spatial patterns and seasonal dynamics remain scarce—leaving practitioners with limited evidence for targeted interventions. …”
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Afocal Mirror Systems with Small Axial Dimensions by N. K. Artioukhina, L. Peroza

“…The widespread use of mirror systems is due to some aspects: thermal stability, high resolution in a wide spectral range, and the absence of image defects due to chromatic aberrations. …”
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DIGITAL DILEMMA: EXPLORING THE IMPACT OF ELECTRONIC DEVICES ON DEVELOPMENT AND PRACTICAL EDUCATIONAL ALTERNATIVES by Monica TURTUREAN

“…By understanding the complex relationship between technology and child development, society can better navigate the digital age while ensuring children's well-being. …”
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Una herramienta para la selección automatizada de aceros en el contexto de la Ingeniería Mecánica by L. Dumitrescu, A.M. Quesada-Estrada2, R. Pérez-Rodríguez, .W. Hernández

“…La herramienta comprende las características y propiedades más relevantes de los aceros de Ingeniería disponibles en seis normas internacionales: Japonesa (JIS), Alemana (DIN, Vbn, DIN-Vbn), Rusa (GOST), Americana (AISI, SAE, AISI-SAE, ASTM), Inglesa (BS, EN, GB), Francesa (AFNOR) y la Norma Cubana (NC) vigente.The product or component design constitutes a difficult, complex and multidisciplinary activity, focused to the resolution of problems. …”
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Xenon plasma focused ion beam lamella fabrication on high-pressure frozen specimens for structural cell biology by Casper Berger, Helena Watson, James H. Naismith, Maud Dumoux, Michael Grange

“…However, throughput is currently limited, especially for thicker, more biologically complex samples. We describe how xenon plasma focused ion beam milling can be used for routine bulk milling of thicker, high-pressure frozen samples. …”
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EXPERTISE IN THE ADMINISTRATIVE JUDICIARY OF UKRAINE by Olena S. Lunina, Veronika N. Shkabaro

“…The analysis of the procedural significance and peculiarities of the procedure for appointment and conduct of such types of forensic expertise, provided for in the Code of Administrative Procedure of Ukraine: commission expertise, complex expertise, additional expertise and re-exprtise (procedural criterion of separation). …”
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Improvement of Research Competencies of School Teachers in Context of Modernization of National Education by S. V. Dzyubenko, M. G. Sergeyeva, I. S. Samokhin

“…The competences of a teacher-researcher are interpreted as developing professional and personal properties with a complex structure, the elements of which are focused on the implementation of the functions of the research activities of a school teacher; they are integral and integrative; they contribute to self-development of a teacher in the chosen field of activity and the realization of his / her potential; form conditions to search for new information required in the resolution of difficult situations at a specific school according to the goals and objectives of the contemporary general education. …”
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36‐Channel Spin and Wavelength Co‐Multiplexed Metasurface Holography by Phase‐Gradient Inverse Design by Cherry Park, Youngsun Jeon, Junsuk Rho

“…The phase profile is optimized to encode multiple holographic images without requiring complex meta‐atoms, thereby reducing the fabrication complexity while maintaining high performance. …”
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Enhancing Recognition and Categorization of Skin Lesions with Tailored Deep Convolutional Networks and Robust Data Augmentation Techniques by Syed Ibrar Hussain, Elena Toscano

“…Multiple networks, including XceptionNet, DenseNet, MobileNet, NASNet Mobile, and EfficientNet, were evaluated to test deep learning’s potential in complex, multi-class classification tasks. Training these models on pre-processed datasets with optimized hyper-parameters (e.g., batch size, learning rate, and dropout) improved classification precision for early-stage skin cancers. …”
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Point-of-Care Pathology with Miniature Microscopes by Jonathan T. C. Liu, Nathan O. Loewke, Michael J. Mandella, Richard M. Levenson, James M. Crawford, Christopher H. Contag

“…Implementation of new technologies into clinical practice is a complex process that requires bridging gaps between clinicians, engineers and scientists. …”
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Low-dose venlafaxine-induced erythema multiforme: a case report by Maryam Rezapour, Amirhossein Mesgarankarimi

“…This case also underscores the need for further research into the mechanisms and management of rare drug-induced reactions, particularly in elderly patients with complex medical histories.…”
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World model-based end-to-end scene generation for accident anticipation in autonomous driving by Yanchen Guan, Haicheng Liao, Chengyue Wang, Xingcheng Liu, Jiaxun Zhang, Zhenning Li

“…Specifically, we develop a video generation pipeline that utilizes a world model guided by domain-informed prompts to create high-resolution, statistically consistent driving scenarios, particularly enriching the coverage of edge cases and complex interactions. …”
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Development and evaluation of accurate 3D human models using scan data: a comparison with SMPL and CLO models by Gyungin Jung, Minjoo Kang, Sungmin Kim

“…This study introduces a novel 3D human modeling framework that combines skeleton-driven deformation algorithms with high-resolution 3D body scan data to generate anatomically accurate virtual bodies. …”
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Insights to genetic characterization tools for epidemiological tracking of Francisella tularensis in Sweden. by Tara Wahab, Dawn N Birdsell, Marika Hjertqvist, Cedar L Mitchell, David M Wagner, Paul S Keim, Ingela Hedenström, Sven Löfdahl

“…Phylogroups were geographically analysed to reveal complex phylogeographic patterns in Sweden. The extensive phylogenetic diversity found within individual counties posed a challenge to linking specific genetic types with specific geographic locations. …”
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Mamba-Based VoxelMorph Framework for Cardiovascular Disease Imaging and Risk Assessment by Muhammad Kashif Jabbar, Huang Jianjun, Ayesha Jabbar, Zaka Ur Rehman

“…These advancements ensure efficient alignment of complex cardiac structures, thereby improving segmentation accuracy and classification reliability. …”
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MAHE: a multiscale and hybrid expert-based model for image-text enhanced named entity recognition on social media by Song Yang, Baolin Mo, Dayang Liu, Liangkuan Zhu

“…This approach often struggles to accurately align text with semantic understanding of images in complex network environments. To address this issue and improve both the accuracy and efficiency of identity verification, this paper proposes a novel framework: an MNER model based on the joint effect of multi-scale Mamba and a hybrid expert mechanism for modality enhancement. …”
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