A Survey on Privacy-Preserving Machine Learning Inference by Stanisław Barański

“… This paper examines methods to secure machine learning inference (ML inference) so that sensitive data remains private and proprietary models are protected during remote processing. We review several approaches—from cryptographic techniques like homomorphic encryption (HE) and secure multi-party computation (MPC), to hardware solutions such as trusted execution environments (TEEs), and complementary methods including differential privacy and split learning. …”
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Evaluation of myocardial blood flow and coronary flow reserve — the physiological foundation and clinical significance of myocardial perfusion scintigraphy in the examination of pa... by A. V. Mochula, A. N. Maltseva, V. V. Shipulin, K. V. Zavadovsky

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Application of Shannon Entropy to Reaction–Diffusion Problems Using the Stochastic Finite Difference Method by Marcin Kamiński, Rafał Leszek Ossowski

“…In this study, we introduce Shannon entropy as a key metric for assessing concentration variability in diffusion processes. Shannon entropy quantifies the uncertainty or disorder in the spatial distribution of diffusing particles, providing a novel perspective on diffusion dynamics. …”
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Physics-Informed Neural Networks for the Structural Analysis and Monitoring of Railway Bridges: A Systematic Review by Yuniel Martinez, Luis Rojas, Alvaro Peña, Matías Valenzuela, Jose Garcia

“…Through natural language processing (NLP) and trend mapping, this review evidences a growing but fragmented research landscape. …”
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NDL-Net: A Hybrid Deep Learning Framework for Diagnosing Neonatal Respiratory Distress Syndrome From Chest X-Rays by Malik Muhammad Arslan, Xiaodong Yang, Nan Zhao, Lei Guan, Tao Cui, Daniyal Haider

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Motion feature extraction using magnocellular-inspired spiking neural networks for drone detection by Jiayi Zheng, Jiayi Zheng, Yaping Wan, Xin Yang, Hua Zhong, Minghua Du, Gang Wang, Gang Wang

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Secure and load balanced routing model for wireless sensor networks by Gousia Thahniyath, M. Jayaprasad

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Comparative Study to Evaluate Mixing Efficiency of Very Fine Particles by Sung Je Lee, Se-Yun Hwang

“…This research provides practical guidelines for optimizing industrial-scale particle-mixing processes and conducting computationally feasible, scalable, and reliable DEM simulations.…”
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Smart Contracts and International Trade: European Legal Strategies for Managing Challenges by Th. D. Lamappulage Donn

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A Comprehensive Analysis of Thermal Heat Dissipation for Lithium-Ion Battery Packs by Xuguang Zhang, Hexiang Zhang, Amjad Almansour, Mrityunjay Singh, James D. Kiser, Hengling Zhu, Michael C. Halbig, Yi Zheng

“…This study presents a comprehensive thermal analysis of a 16-cell lithium-ion battery pack by exploring seven geometric configurations under airflow speeds ranging from 0 to 15 m/s and integrating nano-carbon-based phase change materials (PCMs) to enhance heat dissipation. A Computational Fluid Dynamics (CFD) approach was employed using Ansys Discovery and Workbench 2024 R1 to simulate airflow and heat transfer processes with high spatial resolution. …”
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Investigating feature extraction by SIFT methods for prostate cancer early detection by Shadan Mohammed Jihad, Ali A. Alsaud, Firas H. Almukhtar, Shahab Kareem, Raghad Zuhair Yousif

“…The robust SIFT relates to tasks of object recognition within computer vision, in the recognition of prostatic regions where grey-level distributions differ remarkably between benign and malignant tissues. …”
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Biosynthesis of novel cannabigerolic acid derivatives by engineering the substrate specificity of aromatic prenyltransferase by Hoe-Suk Lee, Jisu Park, Jisu Park, Taejung Kim, Taejung Kim, Huitae Min, Seongsu Na, Seongsu Na, Soon Young Park, Young-Tae Park, Young-Tae Park, Young Joo Yeon, Jungyeob Ham, Jungyeob Ham, Jungyeob Ham

“…Efficient biotransformation processes are required to expand the range of accessible cannabinoids. …”
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Study on particle deposition and flow characteristics of edible chili oil in bending pipe conveyance in industrial production by Jiacheng Zhuang, Qiushi Shi, Zhi Han

“…Abstract This study develops a coupled computational fluid dynamics (CFD) and discrete element method (DEM) two-phase flow model to investigate particle deposition behaviors in industrial pipeline transportation of edible chili oil, a high-viscosity fluid widely used in food industries. …”
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SqueezeSlimU-Net: An Adaptive and Efficient Segmentation Architecture for Real-Time UAV Weed Detection by Alina L. Machidon, Andraz Krasovec, Veljko Pejovic, Octavian M. Machidon

“…The limited processing capacity of computing equipment that is usually mounted on unmanned aerial vehicles (UAVs) often prevents real-time execution of computer vision tasks, such as image segmentation. …”
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Using musical pitch interval comparisons to assess cochlear implant frequency-to-place maps by Rebecca M. Lewis, Melanie L. Gilbert, Jordan A. Beim, Andrew J. Oxenham, Charles J. Limb

“…This test was initially evaluated with pure tones in normal-hearing listeners, using both unprocessed and vocoder-processed sounds to simulate both matched and mismatched frequency-to-place maps. …”
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Automatic Generation of Medical Case-Based Multiple-Choice Questions (MCQs): A Review of Methodologies, Applications, Evaluation, and Future Directions by Somaiya Al Shuraiqi, Abdulrahman Aal Abdulsalam, Ken Masters, Hamza Zidoum, Adhari AlZaabi

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<b>Data-Intensive Text Processing with MapReduce Jimmy Lin and Chris Dyer</b> (University of Maryland) Morgan &amp; Claypool (Synthesis Lectures on Human Language Technologies, edi... by Peng Xu

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TTG-Text: A Graph-Based Text Representation Framework Enhanced by Typical Testors for Improved Classification by Carlos Sánchez-Antonio, José E. Valdez-Rodríguez, Hiram Calvo

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Autonomous Thermosiphon System of Passive Residual Heat Removal from the Primary Circuit of the Reactor Plant: Features of Operation, Characteristics and Basic Advantages by I. I Sviridenko, D. V. Shevelyov

“…The main characteristics of the course of the emergency process of removal of residual heat by the autonomous thermosiphon PRRHS R obtained by computational modeling have been considered. …”
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Rule extraction from scientific texts: Evaluation in the specialty of gynecology by Amina Boufrida, Zizette Boufaida

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