CFD investigation and ANN prediction of heat transfer coefficient for fully developed turbulent air flow around double V-baffle turbulators by Abdulaziz Alasiri, H.E. Fawaz

“…The Final layer uses the linear activation function while all the hidden layers use the rectified Linear Units Activation function (ReLU). …”
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Modeling of monetary and credit system indicators of the Russian Federation in multidirectional scenarios of oil market dynamics by A. A. Pekhterev

“…Dependencies between economic parameters are  described by linear discrete transfer functions. There is only one difference in the second model’s general structure: the sequence of  the last two transitions from the gross domestic product to loans,  and then to M2. …”
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Digitalization of the Financial Activities of Platform Companies: Competitive Potential and social Impact by V. P. Bauer, V. V. Eremin, M. V. Ryzhkova

“…The authors apply methods such as theoretical analysis of scientific publications (analysis, synthesis, generalization); deduction as a procedure for the transition from the general to the particular; analysis of the structure of the influence of platform companies on the strategies of competition, highlighting the differences between the platform and linear business models; determining the influence of platform companies on competition among offline partners; identification of competition between platform companies and within them; highlighting aspects of the social impact of the functioning of platforms and platform companies. …”
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Non-perturbative overlaps in JT gravity: from spectral form factor to generating functions of complexity by Masamichi Miyaji, Shan-Ming Ruan, Shono Shibuya, Kazuyoshi Yano

“…The time evolution of these generating functions exhibits the universal slope-ramp-plateau structure, mirroring the behavior of the spectral form factor (SFF). …”
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A Positioning and Tracking Performance–Enhanced Composite Control Algorithm for the Macro–Micro Precision Stage by Zhiwei Zhou, Jian Gao, Lanyu Zhang

“…This paper proposes a composite controller structure designed to solve the fast point-to-point positioning of the macro stage driven by a linear motor and enhance the trajectory tracking performance of the stage. …”
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Study the Relationship between the University Student and Teacher using the Principal Component Analysis and Genetic Algorithms by Sahar Mahmood

“…The disclosure of its structure and interpretation, in addition to reaching a set of conclusions that were discussed in detail, In addition to important recommendation. …”
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MATHEMATICAL MODELS OF CREATION OF A SUBSYSTEM OF ENSURING SAFETY OF INFORMATION IN THE DISTRIBUTED INFORMATION SYSTEMS by D. O. Esikov, R. N. Akinshin, P. I. Abramov, L. E. Loutina

“…The task of storage structure optimization according to the criterion of maximum values of the readiness factor of the storage system is formed. …”
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Quantitative Modeling of High-Energy Electron Scattering in Thick Samples Using Monte Carlo Techniques by Bradyn Quintard, Xi Yang, Liguo Wang

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Effect of Dynamic Injection Velocity and Mixed Wettability on Two-Phase Flow Behavior in Porous Media: A Numerical Study by Wei Hui, Le Wang, Xurui Liu, Yueshe Wang

“…Then, microscale flow phenomena were modeled in a pore throat structure and doublet geometry under mixed wetting conditions. …”
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Biodiversity Patterns and Community Construction in Subtropical Forests Driven by Species Phylogenetic Environments by Pengcheng Liu, Jiejie Jiao, Chuping Wu, Weizhong Shao, Xuesong Liu, Liangjin Yao

“…Species diversity indices (Margalef index, Shannon–Wiener index, Simpson index, and Pielou index), phylogenetic structure index (PD), and environmental factors were used to analyze the relationship between diversity characteristics and environmental factors through variance analysis, correlation analysis, and generalized linear models. …”
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A novel mRNA-based multi-epitope vaccine for rabies virus computationally designed via reverse vaccinology and immunoinformatics by Wafa Tombari, Oussema Khamessi, Houcemeddine Othman, Ouafa Kallala, Rihab Mahjoub, Kais Ghedira, Abdelhalim Trabelsi

“…Moreover, further validation, including codon optimization and mRNA secondary structure prediction, confirmed the stable structure and high level of expression in the host. …”
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Layered Grouting Technology Based on a Comprehensive Water-to-Cement Ratio for the Overlying Loess Stratum of Urban Shallow Tunnels by Teng Yang, Jiaqi Zhang, Xiao Zhang, Qingsong Zhang, Zhanchao Yin

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Mechanical Characterization of Armchair and Zigzag Single-walled Carbon Nanotube by R. Hamood, Samia Jamal, Zina A. Al Shadid

“…An individual carbon nanotube (CNT) is simulated as a frame-like structure and the primary bonds between two nearest-neighboring carbon atoms are treated as 3D beam elements. …”
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Test for Crankcase Location Device of Locomotive and Vehicle by PENG Liqun, LIN Dawen, CHEN Gang, ZHOU Xuexiang, WANG Jin

“…In order to test the crankcase location device of locomotive and vehicle systematically, the structure and principle was analyzed, and the two test scheme of single piece loading and system loading was designed and compared, focusing on research of crankcase location device stiffness and fatigue performance for system loading scheme. …”
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The Post-Buckling State of a Multilayered Shell in a Form of a Cylinder Sector Subjected to an Unidirectional Compression and Simultaneous Shear by W. Walczak, N.X. Luu

“…The shell consists of orthotropic layers and has a symmetric structure. The problem is solved approximately on the basis of the non-linear version of the anisotropic shell theory given by S. …”
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Automatic speech signal segmentation with chosen parametrization method by Cz. BASZTURA, T. SAWCZYN

“…This paper is dedicated to the problem of automatic segmentation of a speech signal into so-called phonetic segments, i.e. speech signal segment with homogeneous physical structure which can be ascribed with adequate phonetic mean. …”
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Static Characteristics and Unloading Effect of Deep Overburden Soil Ladder Arch Tunnel by Li MA, Yunhua LU, Qicai WANG, Xiaobo MA, Sheng LI, Kexun ZHANG

“…Objective This study analyzes the static characteristics of trapezoidal arch openings and the unloading effect in deep overburden conditions to investigate the influence of the trapezoidal arch structure-fill interaction on surrounding soil pressure and unloading mechanisms. …”
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In Silico Prediction of T and B Cell Epitopes of Der f 25 in Dermatophagoides farinae by Xiaohong Li, Hai-Wei Yang, Hao Chen, Jing Wu, Yehai Liu, Ji-Fu Wei

“…In the present study, we analyzed the physiochemical properties, function motifs and domains, and structural-based detailed features of Der f 25 and predicted the B cell linear epitopes of Der f 25 by DNAStar protean system, BPAP, and BepiPred 1.0 server and the T cell epitopes by NetMHCIIpan-3.0 and NetMHCII-2.2. …”
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Study on the Tensile Strength and Crack Development of Granite Crystal Models with Different Fabrics by Guangsheng Du, Shijiang Chen, Zhihao Li

“…At the same time, the contained crystal structure can characterize different failure modes such as intergranular cracks of different components, grain boundary cracks of the same component, and transgranular cracks, which were in good agreement with the actual failure state of granite; (3) the mica content of the specimen and its strength presented a linear relationship of y=−14.723x+12.642. …”
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Design and Experimental Study of Composite Cross Arm Tension Release Device by Wenbin Li, Junzhe Lin, Xinlong Wang, Yanlin Li, Xiaolei Zhang, Junfeng Bai, Dehong Wang

“…The mechanical performance of this structure was assessed through both full-scale tests and finite element simulations, confirming that the structure operates within an elastic range. …”
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