Effect of Annealing on Structure, Morphology, Electrical and Optical Properties of Nanocrystalline TiO2 Thin Films by B.T. Raut, S.A. Pawar, D.M. Jundale, P.R. Godse, M.A. Chougule, S.G. Pawar, V.B. Patil

“…Semi-transparent and highly conducting nanostructured titanium oxide thin films have been prepared by sol-gel method. Thin films of TiO2 deposited on glass substrates using spin coating technique and the effect of annealing temperature (400 - 700 °C) on structural, microstructural, electrical and optical properties were studied. …”
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Numerical solution of second order ordinary differential equations by Ayokunle Tadema

“…Numerical analysis is a modern technology employed by scientists and engineers to tackle complex problems that are challenging to solve through direct methods. In this article, we introduce the Milne-Simpson predictor-corrector technique (MS) and the fourth-order Adam-Bashforth-Moulton predictor-corrector method (ADM) for solving second-order initial value problems (IVPs) of ordinary differential equations.Both methods are highly efficient and particularly suitable for addressing IVPs. …”
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Android malware detection method based on deep neural network by Fan CHAO, Zhi YANG, Xuehui DU, Yan SUN

“…Android is increasingly facing the threat of malware attacks.It is difficult to effectively detect large-sample and multi-class malware for traditional machine learning methods such as support vector machine,method for Android malware detection and family classification based on deep neural network was proposed.Based on the comprehensive extraction of application components,Intent Filter,permissions,and data flow,the method performed an effective feature selection to reduce dimensions,and conducted a large-sample detection and multi-class classification for malware based on deep neural network.The experimental results show that the method can conduct an effective detection and classification.The accuracy of binary classification between benign and malicious Apps is 97.73%,and the accuracy of family multi-class classification can reach 93.54%,which is higher than other machine learning algorithms.…”
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Research on contribution rate evaluation method based on capability analysis by ZHANG Xuanzi, PAN Taocheng, LIU Tiankun, SUN Lei

“…Aiming at the problem of insufficient fast and effective methods for the equipment contribution rate evaluation,this paper revolves around the requirements of the equipment system demonstration and evaluation, proposes an contribution rate evaluation method based on the combat capability analytical calculation of equipment system according to “mission-ability-equipment” train of thought.Through effective modeling of the mapping and aggregation relationship for equipment performance-system function-combat capability, this method calculates the combat capability of equipment system quickly and effectively based on the equipment performance parameters and system composition, and evaluates the contribution rate of the newly developed equipment to the improvement of the equipment system combat capability. …”
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Research on the effect of the grooving of mill rolls of the reeling tube mill on the wear of the elongating mandrel by Yu. L. Bobarikin, Ya. I. Radkin

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Effect of geopolymer treatment on the ultimate bearing capacity of sabkha soil under axial loading by Wagdi Hamid, Ahmed Alnuaim

“…A parametric study using the finite element method was performed to examine the effects of the thickness and diameter of the geopolymer-treated soil layer on the ultimate bearing capacity (UBC). …”
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Optimization of substrate formulation for Hericium erinaceus by replacing wood by straw and their effect on enzyme activities by Zhu Lu, Zhu Lu, Lingyun Liu, Ziming Ren, Shuang Hu, Yue Wang, Shujuan Ji, Xu Wang, Zhongwei Du, Yanni Liu, Yang Yang, Yanshen Yu

“…The utilization of straw in the cultivation of edible fungi partially resolves the resource conflicts between mushroom cultivation and forest industry and also contributes to environmental protection.MethodsIn this study, based on the technology of replacing wood by grass, the straw formula for mycelial culture of Hericium erinaceus was optimized with Simplex-lattice method commonly used in mixture design. …”
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Analysis of the Characteristics and Agglomeration Effect of the Rural Element Spatial Correlation Network in Northeast China by Yu Sun, Jing Ning, Yongxin Piao

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Finite Element Analysis of the Effects of Different Shapes of Adult Cranial Sutures on Their Mechanical Behavior by Han Yang, Shiguo Yuan, Yuan Yan, Li Zhou, Chao Zheng, Yikai Li, Junhua Li

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Study on the Effectiveness of Monte Carlo Filtering when Correcting Negative SEA Loss Factors by Paweł Nieradka, Andrzej Dobrucki

“…The power injection method (PIM) is an experimental method used to identify the statistical energy analysis (SEA) parameters (called loss factors – LFs) of a vibroacoustic system. …”
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Research on Water Flow Control Strategy for PEM Electrolyzer Considering the Anode Bubble Effect by Liheng An, Yizhi Tian, Haikun Zhao

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Optimization of fermentation conditions and effect evaluation of ester production by Saccharomyces cerevisiae in tobacco extract by YIN Peipei, WANG Lei, MA Mengting, CAI Yuqian, HOU Jiayi, SONG Jia, WANG Min, ZHOU Guiyuan

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Classification Evaluation Method for Complex Reservoirsin Xinglong Structural Belt by LI Xiaofeng, CAI Jun, XIAO Chengwen, CAI Wenyuan, YU Weigao, FU Shaoqing, GUO Yuqing

“…The application of pore structure evaluation index and macroscopic effective pore permeability index has formed a reservoir classification evaluation method with nuclear magnetic pore structure evaluation as the core. …”
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Contrastive learning method for leak detection in water distribution networks by Rongsheng Liu, Tarek Zayed, Rui Xiao

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Introducing an Evolutionary Method to Create the Bounds of Artificial Neural Networks by Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios Tsalikakis

“…The new method effectively constructs the parameter value range of the artificial neural network with one processing level and sigmoid outputs, both achieving a reduction in training error and preventing the network from experiencing overfitting phenomena. …”
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Identifying the Consequences of Using Strategic Management Dashboards with the FCM Method by Ali Shariatnejad, Faezeh Hasanvand

“…Purpose: the present research was conducted with the aim of identifying the effective factors and consequences of using strategic management dashboards with the FCM method. …”
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Methodical apparatus for evaluating the state of aviation system safety and security by B. I. Bachkalo, V. I. Zolotykh

“…The contradiction identified the need for developing a set of methods to estimate the actual state of the aviation system protection from the effects of threats associated with the human factor of flight personnel. …”
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Fuzzy Classification Method for Transformer Faults Based on Improved FCM by DAI Zikuo, ZHAO Qingyuan, LI Fei, ZHAI Xing, ZHAO Shuaike, TAN Yuhua

“… Dissolved gas analysis (DGA) in transformer oil is an important technology to identify transformer fault types, and fuzzy clustering is an effective analysis method. However, the traditional fuzzy clustering algorithm is sensitive to the randomly initialized cluster center and the effective measurement range of membership function is small, which makes it easy to fall into local extremum points, so the actual classification effect is not good. …”
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Improving heat exchanger efficiency using the pulsed method of cleaning by A. I. Haibullina, N. X. Zinnatullin, V. K. Ilyin

“…The fouling of heat exchange equipment leads to serious economic losses in many industries, therefore to find a method to reduce deposits on heat transfer surfaces remains an actual task. …”
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Modified method of vacuum therapy in the treatment of infected poststernotomy wounds by A. L. Charyshkin, A. A. Guryanov

“…The modified method of vacuum therapy in combination with effective algorithms for treating purulent-septic complications of post-sternotomy wounds allows physicians to avoid fatal complications and achieve good clinical results.…”
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