Mechanism of hydraulic fracture propagation and fracturing process optimization in thin-interbedded sandstone-shale reservoirs based on 3D discrete lattice method by Dongzheng Sun, Fabin Xu, Lei Ma, Long Li, Cheng Han

“…In this study, a mechanical model of reservoir and interlayer structure is constructed based on three-dimensional discrete lattice method, and the fracture propagation rule and control factors of hydraulic fracturing in sand-mudstone thin interlayer reservoir are systematically discussed. …”
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Mathematical modeling of heat transfer in a closed two- phase thermosyphon by V. I. Maksimov, A. Е. Nurpeiis

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Enhanced twitter sentiment analysis with dual joint classifier integrating RoBERTa and BERT architectures by Luoyao He

“…This study introduces the Dual Joint Classifier (DJC), which integrates the strengths of RoBERTa and BERT architectures. The DJC model leverages Bidirectional Gated Recurrent Units (BiGRU) and Bidirectional Long Short-Term Memory (BiLSTM) layers to capture complex sequential dependencies and nuanced sentiment expressions. …”
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Multi-task deep learning for simultaneous prediction of steel purity and carbon capture rate using membrane separation technology in integrated steelmaking processes by Somboon Sukpancharoen, Pakon Sakdee, Natacha Phetyim, Rinlada Sirisangsawang, Chayut Sungsook

“…Steel production significantly contributes to global CO2 emissions, demanding simultaneous optimization of product quality and environmental performance. Current prediction models address steel purity and carbon capture separately, missing opportunities for integrated process optimization. …”
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A detailed investigation of induced residual stresses in the laser powder bed fusion process using the modified inherent strain approach and experimental measurements by Marjan Molavi-Zarandi, Ali Bonakdar, Hossein Mohammadtaheri, Mehran Bagheri, Ramin Sedaghati

“…In this work, a multiscale finite element model is proposed to simulate the Laser Powder Bed Fusion (LPBF) process, employing the Modified Inherent Strain (MIS) methodology. …”
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Deep convolutional neural network architecture for facial emotion recognition by Dayananda Pruthviraja, Ujjwal Mohan Kumar, Sunil Parameswaran, Vemulapalli Guna Chowdary, Varun Bharadwaj

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Establishment of a novel mouse model of colorectal cancer by orthotopic transplantation by Cewen Chen, Qiaochu Fu, Lei Wang, Shinya Tanaka, Masamichi Imajo

“…The cecal epithelium was mechanically removed, preserving the integrity of the submucosal layer. Caco-2 CRC cells were subsequently inoculated onto the epithelium-depleted surface of the cecum to reproduce the development of CRC within the epithelial layer. …”
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Mathematical model of denamic deformation of compacted elastic viscous plastic medium by S. V. Saveliev, V. V. Mikheev, A. S. Beloded

“…As the elements characterizing the rheological properties of such a medium, selected elements before it: Gooke, Newton and Saint-Venant. The model allows us to investigate the stress-strain state of the environment in the process of deformation of the entire thickness of up-lotnyaemogo layer. …”
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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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Detection of Apple Plant Diseases Using Leaf Images Through Convolutional Neural Network by Vibhor Kumar Vishnoi, Krishan Kumar, Brajesh Kumar, Shashank Mohan, Arfat Ahmad Khan

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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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Influence of 3D printing orientations on mechanical properties for polymeric models by Waleed Kh. Omar, Abdulhaqq A. Hamid

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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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Assembly plant simulation to support decision-making n Layout Design considering safety issues. A case study. by Aída Sáez Más, José P. García-Sabater, Joan Morant Llorca, Julien Maheut

“…The simulation model and its description have been done according to the methodology proposed in Sáez Más, García Sabater, Morant Llorca, y Maheut (2016), where the simulation model is focus as a 4-layer architecture (network, logic, database and visual reality). …”
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CALCULATION OF INTERNAL THERMAL RESISTANCE OF WORKING BODIES OF PACKEDBED SENSIBLE AND LATENT HEAT STORAGES by Ermuratschii V.V., Gritsay M.A

“…Electro-thermal model contains of the four thermal resistances, two heat capacity and single voltage source. …”
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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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