CMDMamba: dual-layer Mamba architecture with dual convolutional feed-forward networks for efficient financial time series forecasting by Zhenkai Qin, Zhenkai Qin, Zhenkai Qin, Baozhong Wei, Baozhong Wei, Yujia Zhai, Ziqian Lin, Xiaochuan Yu, Xiaochuan Yu, Jingxuan Jiang

“…The CMDMamba model employs a dual-layer Mamba structure that effectively captures price fluctuations at both the micro- and macrolevels in financial markets and integrates an innovative Dual Convolutional Feedforward Network (DconvFFN) module. …”
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Impacts of Land–Atmosphere Interactions on Boundary Layer Variables: A Classification Perspective from Modeling Approaches by Xin-Min Zeng, Congmin Li, Ning Wang, Irfan Ullah

“…In this article, we present a classification of these impacts based on modeling boundary layer variables/parameters, which is grouped into local, regional, and remote impacts. …”
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Optimizing Porous Transport Layers in PEM Water Electrolyzers: A 1D Two-Phase Model by Lu Zhang, Jie Liu, Shaojie Du

“…Based on the model, the mass transfer, charge conduction, and heat transfer processes inside the PEMWE have been systematically investigated, with a particular focus on the performance-related parameters of the porous transport layer (PTL). …”
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Establishment of Rutting Model of Wheel-Tracking Test for Real-Time Prediction of Rut Depth of Asphalt Layers by Yulong Zhao, Ying Gao, Ke Zhang, Yao Zhang, Mingce Yu

“…The objective of this study was to establish a rutting model of the wheel-tracking test used for the real-time prediction of the rut depth of asphalt layers in the construction process. …”
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Modeling and numerical analysis of the effect of dissociation/recombination of water molecules on the transport of salt ions in diffusion layer by N. O. Chubyr, A. V. Kovalenko, M. Kh. Urtenov, A. I. Sukhinov, V. A. Gudza

“…A mathematical model of this process is proposed. It takes into account the temperature effects due to dissociation/recombination reactions of water molecules and Joule heating in a solution. …”
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Theoretical Research on Grouting in Deep Loose Layers Based on the Cylindrical Diffusion Model of Radial Tube Flow by Xuesong Wang, Hua Cheng, Zhishu Yao, Chuanxin Rong, Xianwen Huang, Longhui Guo

“…Grouting in deep, loose layers are a complex process in which many modes such as infiltration, splitting, and compaction coexist. …”
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Simulating vertical phytoplankton dynamics in a stratified ocean using a two-layered ecosystem model by Q. Zheng, J. J. Viljoen, X. Sun, Ž. Kovač, S. Sathyendranath, R. J. W. Brewin

“…Nevertheless, simulating the ecosystem in the subsurface layer was more challenging than the ecosystem in the surface mixed layer as less is known about model parameters and processes due to a lack of measurements, suggesting that more work is needed to study controls on subsurface planktonic communities.…”
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About late asymptote of transient processes in the magnetic field of the dipole sources by N.V. Reva, V.S. Portnovv, G.G. Blyalova, A.D. Mausimbaeva

“… The developed method solutions of the problem of late asymptote of transient processes in the magnetic field, the dipole sources are Innervate layered medium, underlain by an insulator. …”
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Brief communication: Mimicking periglacial landforms and processes in an ice-rich layered permafrost system with polydisperse melamine materials – a new concept by E. Léger, F. Costard, R. Lambert, A. Saintenoy, A. Séjourné, M. Leblanc

“…We stress that these types of particles, designed for flow and sedimentary processes in rivers due to their light particle density and the granulometric sizes they span, are adequate for modeling more realistic geomorphological thawing features as observed in cryosphere environments such as slump blocks.…”
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Behavior Modeling-Based QoS Preserving Model With Intelligent Trust Ranking for 6G by Santosh Sharma, Rakesh Kumar Jha, Anil Kumar

“…In this paper, an RS data set has been prepared using a trust ranking behavior model for all users presented in a proposed layer-based wireless network. …”
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Analysis of the dynamic fragmentation process of debris flow in the Madaling landslide in Duyun, Guizhou by Jie MA, Yaoming ZHANG, Wengang YU, Chunling WANG, Guofeng ZHANG, Junyi HE

“…The presence of underlying mined-out layer and developed joints have an important impact on the fragmentation process of landslide collapse. …”
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The Transition Processes in Microelectronic Ag-Ge-In/n-GaAs Compositions by V.S. Dmitriev, L.B. Dmitrieva

“…This is due to the variety of factors that affect the nature of the processes which occur at contact zone within the semiconductor layer and metallization. …”
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Selective Laser Sintering of Polymers: Process Parameters, Machine Learning Approaches, and Future Directions by Hossam M. Yehia, Atef Hamada, Tamer A. Sebaey, Walaa Abd-Elaziem

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Influence of the flow rate on the die swell for polymer micro coextrusion process by Deng Xiaozhen, Ji Haibo, Liu Biao, Liu Qiang, Xiao Bing, Ren Zhong, Xu Fang, Fan Li

“…A numerical model for a polymer double-layer single lumen microtubes coextrusion flow was constructed and the finite element method was used for numerical solution. …”
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Ultrastructural sublaminar-specific diversity of excitatory synaptic boutons in layer 1 of the adult human temporal lobe neocortex by Astrid Rollenhagen, Akram Sadeghi, Bernd Walkenfort, Claus C Hilgetag, Kurt Sätzler, Joachim HR Lübke

“…Astrocytic coverage of excitatory SBs suggests both synaptic crosstalk or removal of spilled glutamate by astrocytic processes at synaptic complexes. The structural composition of SBs in L1 may underlie the function of L1 networks that mediate, integrate, and synchronize contextual and cross-modal information, enabling flexible and state-dependent processing of feedforward sensory inputs from other layers of the cortical column.…”
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Deep Convolutional Network Based Machine Intelligence Model for Satellite Cloud Image Classification by Kalyan Kumar Jena, Sourav Kumar Bhoi, Soumya Ranjan Nayak, Ranjit Panigrahi, Akash Kumar Bhoi

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TECHNOLOGY OF LASER CUTTING OF SILICON WAFERS INTO ORGANIC LIGHT-EMITTING DIODE CHIPS by V. S. Kondratenko, V. I. Ivanov

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Numerical investigation on the penetration process of steel casings in riprap environment of estuarine mudflats by Weishun Zhao, Zipeng Qin, Liangbin Zhang, Jia Lin, Lefeng Chen, Guoxun Chen, Zhongzhu Lin, Ping Shen, Jingquan Gao, Shixing Liu, Ne Yang, Zhilong Jin, Guangyin Wei, Yan Tian

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THREE DIMENSIONAL PRINTING TECHNOLOGY IN THE EDUCATIONAL PROCESS FOR THE DISCIPLINE «ENGINEERING GRAPHICS» by Sergey Evgen'evitch Abramkin, Olesia Anatol'evna Philippova

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MODELING OF DENTAL PROSTHESES REMOVAL PROCESS BY MEANS OF VIBROIMPACT ULTRASONIC SYSTEM by M. G. Kiselev, A. P. Vertinskaya, D. A. Stepanenko

“…The results of experimental research on modeling dental prostheses removal process are given in the paper. …”
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