Finite Element Modelling of a Flow-Acoustic Coupling in Unbounded Domains by Paweł ŁOJEK, Ireneusz CZAJKA, Andrzej GOŁAŚ

“…One of the main issues of design process of HVAC systems and ventilation ducts in particular is correct modelling of coupling of the flow field and acoustic field of the air flowing in such systems. …”
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Mathematical modelling of dynamics of 90Sr and 137Cs migration in components of agrocenosises soil-plant cover at the late phase of radiation accident. I. Construction of the model... by Yu. O. Ivanov, Yu. V. Khomutinin

“…The obtained models permit to account a role of the processes determining dynamics of radionuclides intake in plants (90Sr and 137Cs carry-over from the root-inhabited layer of soil, its immobilization and physical decay).…”
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Secure and intelligent 5G-enabled remote patient monitoring using ANN and Choquet integral fuzzy VIKOR by Seelammal Chinnaperumal, Muthusamy Periyasamy, Amel Ali Alhussan, Subhash Kannan, Doaa Sami Khafaga, Sekar Kidambi Raju, Marwa M. Eid, El-Sayed M. El-kenawy

“…The proposed model implements Reinforcement Learning with Hyper-parameter tuning and Lasso regression to obtain a 97.25% accuracy level, which exceeds Physical-Layer Authentication with Superimposed Independent authentication Tags PLA-SIT (97%), Flexible Physical Layer Authentication FPLA (96.8%) and Privacy-Embedded Lightweight and Efficient Automated PLA (95.3%). …”
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Enhancing relative humidity modelling using L2 regularization updates by Abdellah Ben Yahia, Iman Kadir, Abdelaziz Abdallaoui, Abdellah El-Hmaidi

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Modelling of heat and mass transfer at oscillating drying in mobile grain dryer by A. V. Golubkovich, I. A. Pekhal’Skiy, I. D. Lukin, R. A. Marin

“…It was noted that improvement of technology and technical means of drying are possible at mathematical modeling of processes of heat and mass transfer in a grain dryer with the subsequent transition to a grain layer. …”
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Concept of Artificial Intelligence-oriented Public Health Model in Cancer Care by Ivashchuk Oleksandr, Hovornyan Serhiy

“…Although Artificial Intelligence (AI) is increasingly applied in healthcare, particularly for tasks like image recognition and big data analysis, we advocate for an AI-centric public health model tailored to comprehensive cancer care. This model aims to guide patients from their initial doctor’s visit to the conclusion of treatment, thereby minimizing direct doctor involvement. …”
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Calculation of Carbon Footprint of Fruits and Vegetables Based on Cold Chain Model by Li Bin, Liu Bin, Chen Aiqiang, Zhao Songsong, Ning Jinghong

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Research on the Lightweight of Natural Language Understanding Model in Electric Power Field by DONG Zengbo, XU Shiyu, CHEN Xi, XU Bo, XIN Rui, ZHANG Pengfei, SONG Hui

“…When training the student model with the knowledge of the teacher model, patient early stopping mechanism is added to each layer of encoding, allowing samples of different complexity to be encoded with different layers, reducing overfitting problems that are prone to occur in the student model, and controlling the inference time of the model. …”
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A multiscale model for espresso brewing: Asymptotic analysis and numerical simulation by Yoana Grudeva, Kevin M. Moroney, Jamie M. Foster

“…The analysis yields a reduced model that elucidates the rate-limiting physical processes. …”
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The Use of Radial-Based Artificial Neural Networks in Modelling Drying Kinetics by Adil Koray Yıldız, Muhammed Taşova, Hakan Polatcı

“…Radial based artificial neural networks are radial based activation functions in the transition to the hidden layer unlike other networks. In this study, modeling of drying kinetics with radial based networks was investigated. …”
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Detection and Recognition of Underwater Acoustic Communication Signal Under Ocean Background Noise by Mengyi Li, Jilong Li, Haihong Feng

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Forecast Model of TV Show Rating Based on Convolutional Neural Network by Lingfeng Wang

“…It is a neural network composed of multiple convolutional layers and downsampling layers sequentially connected. …”
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Integrating protein language models and automatic biofoundry for enhanced protein evolution by Qiang Zhang, Wanyi Chen, Ming Qin, Yuhao Wang, Zhongji Pu, Keyan Ding, Yuyue Liu, Qunfeng Zhang, Dongfang Li, Xinjia Li, Yu Zhao, Jianhua Yao, Lei Huang, Jianping Wu, Lirong Yang, Huajun Chen, Haoran Yu

“…Advances in machine learning and automated biofoundry present new opportunities for optimizing these processes. This study devises a protein language model-enabled automatic evolution platform, a closed-loop system for automated protein engineering within the Design-Build-Test-Learn cycle. …”
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Imaging-Based Drug Penetration Profiling in an Excised Sheep Cornea Model by Karla Viehmeister, Aurélie Manuelli, Camille Guerin, Sebastian Kappes, Alf Lamprecht

“…The traceability of the kinetic processes was validated with polysorbate 80, which acted as a penetration enhancer. …”
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Automatic Data Downloading Program (DDP) in Determining Regional Ionosphere Model by Cevat İnal, Ömer Yıldırım, Sercan Bülbül, Fuat Başçiftçi

“…GNSS (Global Navigation Satellite System) signals passthrough various layers of the atmosphere until they reach the receiver on theEarth. …”
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Deep exploration of logical models of cell differentiation in human preimplantation embryos by Mathieu Bolteau, Célia Messaoudi, Laurent David, Jérémie Bourdon, Carito Guziolowski

“…Here, we focus on the maturation process of the trophectoderm (TE), the outer layer of cells of human embryos, which is critical for their ability to attach to the endometrium. …”
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Seismic response and damage model analysis of rocky slopes with weak interlayers by Zhao Yawen, Dong Jinyu, Liu Handong, Wang Chuang

“…Marginal spectral analysis results are consistent with the field model slope macroscopic rupture phenomenon.…”
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Hierarchical Modeling of the Thermal Insulation Performance of Novel Plasters with Aerogel Inclusions by Eugene D. Skouras, Georgia Tsolou, Alexandros N. Kalarakis

“…Nanoscale rarefaction phenomena, such as slip wall and Knudsen diffusion, prevalent at these grain sizes and structures, were incorporated to refine the modeling approach. The degree of the aerogel content relative to the effective properties of the multiphasic material was then investigated systematically along the multilayered mortar thickness and on a representative multiphasic layer at the mesoscopic level. …”
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MAIN REGULARITIES OF FAULTING IN LITHOSPHERE AND THEIR APPLICATION (BASED ON PHYSICAL MODELLING RESULTS) by S. A. Bornyakov, K. Zh. Seminsky, V. Yu. Buddo, A. I. Miroshnichenko, A. V. Cheremnykh, A. S. Cheremnykh, A. A. Tarasova

“…The article presents the main results of faulting modelling with the use of non-transparent elasto-viscous plastic and optically active models. …”
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LMD_YOLO: A Lightweight and Efficient Model for Pavement Defects Detection by Shuai He, Ye Yuan, Bingyang Yin

“…To address these challenges, a novel model, LMD_YOLO, is proposed. The model incorporates several innovations: the Diverse Branch Block enhances the detection head, improving accuracy; the mg_conv module replaces conventional convolution layers in the neck network, optimizing feature fusion without increasing computational cost; and improvements to the backbone network further enhance efficiency. …”
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