Simulation Modelling of Diamond-like Carbon Film for Semiconductor Device Passivation by WANG Yafei, DAI Xiaoping, ZHOU Wei

“…In order to build the simulative model of diamond-like carbon, it used PECVD to deposite diamond-like carbon from quartz and silicon substrate, which was suitable for power semiconductor device as passivation layer. …”
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Modeling of Healing of Intra-Articular Fractures of Long Tubular Bones in Rats by D. A. Zinovkin, V. I. Nikolaev, N. V. Chueshova, N. N. Veyalkina, P. Yu. Ignatenko, V. V. Malyukov, M. Z.I. Pranjol, E. S. Zinovkina

“…Modeling involved layer-by-layer dissection of tissues along the anteromedial surface and formation of an incomplete fracture of the femoral medial condyle using a sharp L-shaped working end of an 0.2 × 0.2 сm instrument perpendicular to the medial condyle with a slight single muscle force. …”
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The design of consumer behavior prediction and optimization model by integrating DQN and LSTM. by Na Liu, Dajiang Hu

“…The framework initially employs a Transformer network to process consumer behavioral data using a multi-headed attention mechanism, It then integrates DQN to optimize the model culminating in an enhanced prediction layer that refines consumer interest analysis. …”
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Method of multilayer object sectioning based on a light scattering model by S.D. Bazhitov, A.V. Larichev, A.V. Razgulin, T.E. Romanenko

“…The blurring model used describes a physical process of incoherent light scattering in the Fresnel approximation with a priori unknown parameters of the point spread function. …”
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MFEAM: Multi-View Feature Enhanced Attention Model for Image Captioning by Yang Cui, Juan Zhang

“…To mitigate the impact of excessive feature enhancement, the student model divides the decoding layer into two groups, which separately process instance features and the relationships between instances. …”
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A Small Target Pedestrian Detection Model Based on Autonomous Driving by Yang Zhang, Shuaifeng Zhang, Dongrong Xin, Dewang Chen

“…First, a residual block with a discard layer is constructed to replace the standard residual block in the residual network structure to reduce the complexity of the model computation process and solve the problems of gradient disappearance and explosion in the deep network. …”
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Biophysical and computational insights from modeling human cortical pyramidal neurons by Sapir Shapira, Ido Aizenbud, Daniela Yoeli, Yoni Leibner, Huibert D. Mansvelder, Christiaan P. J. de Kock, Michael London, Michael London, Idan Segev, Idan Segev

“…To integrate and interpret this diverse data, two complementary modeling approaches have emerged: detailed biophysical models, unraveling how morpho-electrical properties shape signal processing in human neurons, and machine learning models, which leverage the biophysical models to uncover hidden structure–function relationships. …”
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Recognition and Prevention of Bed Separation Water: Based on Trapezoid Platform Model by Ru Hu, Jiwen Wu, Xiaorong Zhai, Wei Liu

“…Based on the theory of key strata, the formation positions of the separation layer in the overlying strata were first identified; next, the trapezoid platform model of the fracture of the overlying strata was introduced for illustrating the evolutional process of the bed separation space and accurately calculating the position and the geometrical morphology of the bed separation space. …”
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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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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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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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Imaging-Based Drug Penetration Profiling in an Excised Sheep Cornea Model by Karla Viehmeister, Aurélie Manuelli, Camille Guerin, Sebastian Kappes, Alf Lamprecht

“…This study introduces a method for time-dependent penetration depth analysis (10 and 60 min) by means of a semiquantitative imaging method in comparison with a quantitative corneal depth-cut technique, employing fluorescein sodium at concentrations of 0.2 and 0.4 mg/mL as a small molecule model substance and sheep cornea as a human surrogate. …”
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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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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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