Agent-based modeling of macrophage-fibroblast interactions in the immune response to biomaterials. by Jennifer Riccio, Luca Presotto, Shir Bahiri, Liad Doniza, Donato Inverso, Laura Sironi, Uri Nevo, Giuseppe Chirico

“…This approach highlights a better agreement of the AB model over the ODE models taken into account in our study. …”
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A novel deep learning approach to classify 3D foot types of diabetic patients by Pui-ling Li, Qin-feng Xiao, Kit-lun Yick, Qi-long Liu, Li-ying Zhang

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DEEP CRUSTAL STRUCTURE AND MODEL OF NEORCHAEAN EVOLUTION OF THE NORTH AMERICAN CRATON by M. V. Mints, T. B. Afonina

“…A number of the main features of the structure and evolution of the Archaean crust of the North American Craton, primarily the oval‐ concentric zoning, the important role of high‐temperature magmatic and metamorphic processes and mainly in‐ tracontinental magmatism and sedimentation, indicates the leading role of the mantle‐plume type processes. …”
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Wind Turbine Enhancement via Active Flow Control Implementation by Marc Lahoz, Ahmad Nabhani, Mohammad Saemian, Josep M. Bergada

“…Thanks to the energy assessment presented in the final part of the paper, the study shows that a considerable power increase of the airfoil section can be obtained when attaching the former separated boundary layer. The extension of the optimization process to the rest of the blade sections where the boundary layer is separated would lead to an efficiency increase of the HAWT. …”
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Leveraging RAG With Transformer for Context-Based Personalized Recommendations by Faten S. Alamri, Amjad Rehman, Bayan Alghofaily, Adeel Ahmed, Khalid Saleem

“…This framework integrated LLMs with a transformer-based model in a two-step process: 1) RankRAG is used to filter the top-k preferences via tuning the LLM for effective context ranking, 2) a transformer model with 11 embedded layers generated the top-N recommendations based on ranked preferences. …”
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RB-TRNet: a regularity-guided and boundary-aware architecture for toponym recognition from Chinese text by Haigang Sui, Jindi Wang, Xining Zhang, Huihan Ning, Wentao Wang, Lieyun Hu

“…First, RoBERTa is used to represent the input text containing Chinese place names. Then, two BiLSTM layers are fed with text representation sequences, with one processed sequence entering the toponym regularity-guided module to obtain the composition patterns of Chinese place name entities and the other sequence entering the toponym regularity-discriminant module to soften an excessive reliance on contextual information for recognizing patterns of Chinese place name entities. …”
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Application of “high-fidelity and high-resolution” processing technology in thin reservoir identification: A case study of the deep Permian Maokou Formation in Penglai area, centra... by PENG Haotian, HE Qinglin, CHEN Kang, ZENG Ming, HE Zongqiang, TU Zhihui, KONG Lingxia, QU Bozhang

“…In addition, the “high-fidelity and high-resolution” processing technology involving the concept of “protecting low frequencies and enhancing high frequencies” throughout the processing workflow was proposed. …”
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Social Work in Cybersecurity by Samah Monammed Albargi

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Hematoxylin and Eosin-stained whole slide image dataset annotated for skin tissue segmentationMendeley Data by Anum Abdul Salam, Muhammad Zeeshan Asaf, Muhammad Usman Akram, Noah Musolff, Samavia Khan, Bassem Rafiq, Babar Rao

“…These systems assist medical specialists by reducing diagnosis time and accelerating the entire diagnostic process. However, deep learning models require substantial amounts of data for training. …”
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The Ultraviolet Slopes of Early Universe Galaxies: The Impact of Bursty Star Formation, Dust, and Nebular Continuum Emission by Desika Narayanan, Daniel P. Stark, Steven L. Finkelstein, Paul Torrey, Qi Li, Fergus Cullen, Micheal W. Topping, Federico Marinacci, Laura V. Sales, Xuejian Shen, Mark Vogelsberger

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Improving the efficiency of adsorption filters with a short diffuser by improving their flow part by A. S. Korneeva, N. Yu. Filkin

“…The study examines short-diffuser adsorption filters designed to remove pollutants from vapor-gas mixtures. The design process of the flow path of such filters is considered, which includes the stages of determining the parameters of the adsorbent layer, modeling gas-dynamic processes using numerical methods in the ANSYS CFX program and analyzing the results. …”
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Lightweight detection of cotton leaf diseases using StyleGAN2-ADA and decoupled focused self-attention by Henghui Mo, Linjing Wei

“…The Decoupled Focused Self-Attention (DFSA) mechanism splits traditional two-dimensional self-attention into one-dimensional operations that are processed by a dilated convolution layer, merges positional features with the original input, enhances feature relationships, and dynamically adjusts self-attention weights. …”
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Design of Network Security Anomaly Detection Model Based on SLNA Cell Structure by Guiling Fan, Shaojun Chen

“…As a result, the study suggests a model for detecting anomalies in network security that is based on the stabilized layer normalized attention unit structure. …”
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Two-Stream Modality-Based Deep Learning Approach for Enhanced Two-Person Human Interaction Recognition in Videos by Hemel Sharker Akash, Md Abdur Rahim, Abu Saleh Musa Miah, Hyoun-Sup Lee, Si-Woong Jang, Jungpil Shin

“…In the second stream, we utilised SAM on the input videos, and after filtering the Segment Anything Model (SAM) feature, we employed integrated LSTM and GRU to extract the long-range dependency feature and then enhanced them with a dense layer that was considered the final feature for the second stream module. …”
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A local thermal non-equilibrium model for rain-on-snow events by T. Heinze

“…The model can be used to identify the formation of new ice layers due to refreezing, as well as layers of enhanced melting.…”
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A Conceptual Model for Sustainable Reusable Packaging in Food Supply Chains by Zaviša Žilvinas

“…The model is structured around three interrelated layers—the Operational Core, the Collaborative Network, and the Environmental Context—that align operational efficiency, inter-firm coordination, and adaptive strategies with sustainability objectives. …”
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Impact of fused deposition modelling printing parameters on part mass and strength by Swanepoel Matthew, Botha Ingrid Retha, Bright Glen

“…Fused Deposition Modelling (FDM) is continually gaining popularity as an Advanced Manufacturing (AM) technology due to its cost- effectiveness, availability, and industrial potential while remaining affordable to individual consumers. …”
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A novel controllability method on temporal networks based on tree model by Peyman Arebi

“…Evaluation against conventional methods on experimental datasets reveals notable improvements: a 41.8% reduction in the minimum number of control nodes, a 36.37% decrease in time of receiving fully control network, and a 38.5% reduction in control algorithm execution time compared to layered model-based control methods.…”
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Exploring Downscaling in High-Dimensional Lorenz Models Using the Transformer Decoder by Bo-Wen Shen

“…The FFNN and transformer-based models add complexity, incorporating multiple hidden layers and self-attention mechanisms, respectively, to enhance prediction accuracy. …”
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First-Principles Modeling of Electron-Phonon Scattering Rates in Hydrogenated Graphene by V. N. Mishchanka

“…The scattering rates play an important role in a detailed study of the dynamics of charge carrier transport in semiconductor structures containing heterogeneous layers. Their use makes it possible to implement the well-known many-particle Monte Carlo method, widely used in modeling complex semiconductor devices. …”
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