Comparative Forecasting of Some Key Economic Indicators Using Artificial Neural Networks and Ordinary Differential Equations: A Case Study of the Turkish Economy by Bahatdin Daşbaşı, Murat Taşyürek

“…The ANN model predictions achieved accuracy rates of 87.2% for the USD opening exchange rate, 91.4% for the CPI annual change rate, 85.9% for the housing loan interest rate, and 93.1% for the construction cost index. …”
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Unveiling emerging polycyclic aromatic compounds in the urban atmospheric particulate matter by Jia-Yong Lao, Tingyu Li, Le Jing, Xian Qin, Wenyuan Su, Huiju Lin, Yuefei Ruan, Ting Ruan, Eddy Y. Zeng, Kenneth M.Y. Leung, Paul K.S. Lam

“…In this study, nontarget screening assisted by in-house and self-developed spectra databases was, therefore, employed to identify PACs in atmospheric particulate matter collected from multiple outdoor settings. …”
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The methyl-CpG binding domain 2 regulates peptidylarginine deiminase 4 expression and promotes neutrophil extracellular trap formation via the Janus kinase 2 signaling pathway in e... by Biao Peng, Mu-Yun Yan, Yun-Rong Chen, Fei Sun, Xu-Dong Xiang, Da Liu

“…This study aims to detect if MBD2 can reduce NETs formation and the potential mechanism in severe asthma.Methods A severe asthma model was established in C57BL/6 wild-type mice exposure to house dust mite (HDM), ovalbumin (OVA), and lipopolysaccharide (LPS). …”
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Evaluation of the recombinant protein Sh-TSP-2 for the serological diagnosis of imported urogenital schistosomiasis and comparison with commercially available tests by María Pilar Luzón-García, Laura Navarro, Esther Rodríguez, Manuel Jesús Soriano-Pérez, José Vázquez-Villegas, María Isabel Cabeza-Barrera, Alex Loukas, Nerea Castillo-Fernández, María Jesús Perteguer, Javier Sotillo, Joaquín Salas-Coronas

“…The sensitivity, specificity, positive and negative predictive values of an in-house enzyme-linked immunosorbent assay (ELISA) using the recombinant protein Sh-TSP-2 were analysed and compared with other commercial serological methods. …”
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Gender difference in domain-specific quality of life measured by modified WHOQoL-BREF questionnaire and their associated factors among older adults in a rural district in Banglades... by Fakir M Amirul Islam

“…We used a generalized linear model to compare the mean rate of QoL for different factors, and logistic regression analysis was used to quantify the associations of factors with below-average QoL measured as 50% or less in QoL.…”
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Development of a Comprehensive Fall Risk Assessment Tool for Older People in Elderly Care Institutions and Its Test by LUO Yuan, ZHANG Hua, WANG Sanxiang, ZHANG Mengxi, DENG Yuqian, RAN Haiye, LIU Jiaxin, ZHANG Yi, CHEN Xi, WU Yibo, ZHAO Liping

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Spatial deconvolution from bulk DNA methylation profiles determines intratumoral epigenetic heterogeneity by Binbin Liu, Yumo Xie, Yu Zhang, Guannan Tang, Jinxin Lin, Ze Yuan, Xiaoxia Liu, Xiaolin Wang, Meijin Huang, Yanxin Luo, Huichuan Yu

“…In addition, we showed the significant association of MeHEG-based epigenetic heterogeneity with the genomic heterogeneity in mutation and copy number variation in our in-house and TCGA cohorts. Besides, we found that the patients with higher MeHEG score had worse disease-free and overall survival outcomes. …”
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Clinicopathologic characteristics, therapeutic modalities and survival outcomes of plasmablastic lymphoma: A real-world study by Yan-Hua Zheng, Kun Xie, Hong-Yuan Shen, Zhuo Wan, Shan Gao, Wen-Rui Sun, Guang-Xun Gao, Li Liu, Juan Feng

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How Uremic Toxins Alter Atorvastatin Disposition: Molecular Mechanisms of Inhibition of the Enzyme CYP3A4 by Ashna Asim, Fen Wang, Dong Pu, Sisi Wang, Dian Wang, Wenwen Li, Feng Yu, Li Ji

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Sizing Control and Hardware Implementation of a Hybrid Wind-Solar Power System, Based on an ANN Approach, for Pumping Water by Ons Zarrad, Mohamed Ali Hajjaji, Aymen Jemaa, Mohamed Nejib Mansouri

“…As a matter of fact, the proposed system and the controller are modeled using MATLAB/Simulink and a Xilinx System Generator is utilized for hardware implementation. …”
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Increasing the personal adaptation potential of teachers and students through the design thinking technology application in the educational process by O. A. Kamneva, S. B. Taysaeva

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Technical and economic efficiency of the unconventional propulsion units use for civilian aircraft of various purposes by A. R. Polyakov, O. A. Smolyakov, E. A. Ozdoeva, A. M. Neklyudova, V. S. Zakharchenko, А. N. Varyukhin

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A Preliminary Report on the Use of Bench-Top X-Ray Micro-Computerised Tomography to Study the Malpighian Tubules of the Overwintering Seven Spotted Ladybird Coccinella septempuncta... by Duncan Bell, Lewis Woolnough, David Mortimore, Nick Corps, Diana M. Hudson, Mark K. Greco

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Assessment of the maturity level of the customer relationship management system by V. I. Abramov, D. A. Churkin

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Study on the Dynamics Characteristic of Three- ring Gear Reducer with Thermo- elastic Coupling by Wen Fang, Pang Yi, Chen Jizhao, Liu Wenbin

“…Aiming at the severe fever,vibration and loud noise and so on are the outstanding problems of three- ring gear reducer,a finite element model of gear- rotor- bearing- housing system with thermo- elastic coupling is established. …”
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Research on cutting mechanism and process optimization method of gear skiving by Peng Wang, Yuanchao Ni, Xiaoqiang Wu, Jiaxue Ji, Geng Li, Jiahao Wu

“…To address this issue, this paper first establishes a finite element model of skiving the internal circular arc tooth in pin wheel housing, and the simulation model is simplified to improve computation efficiency. …”
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First identification report for amino acid composition of red algae Gracilaria spp. obtained from Central Java, Indonesia by Klara Kharisma Bunga Chandra, Tri Rini Nuringtyas, Tri Joko Raharjo

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THERMAL CHARACTERISTIC ANALYSIS METHOD OF MOTORIZED SPINDLE BASED ON THERMAL LOAD OPTIMIZATION CORRECTION by MENG LingCong, LI ChenTao, YU Bing, LIU Teng, ZHANG JianJun

“…For the inaccuracy of empirical heat loads for spindle thermal simulations,a thermal simulation analysis method onto motorized spindle unit is proposed.Firstly,the fluid-solid-heat coupling simulation model of the motorized spindle unit is established by Ansys Workbench,with the coolant dynamic heat transfer and thermal resistances of bearing inner-spindle shaft and outer rings-bearing housing being considered.Secondly,based on the simulation model,genetic algorithm is used to optimize and correct the heat generation values of spindle motor/beairngs and ambient heat transfer coefficients.The corrected values above are used as thermal loads for thermal simulation modeling of motorized spindle unit.Based on the model,the dynamic relationship between the heat dissipation power of the coolants and the heat generation power of spindle motor/beairngs is studied.Finally,the model accuracy is verified by the spindle temperature testing experiment.The results show that the optimization correction model can effectively improve the temperature field simulation accuracy of the motorized spindle unit,and the spindle structure and the coolant reach the optimal heat-heating balance when the coolant supply temperature is about 2℃ lower than the ambient temperature.…”
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Big Data Analytics for Complex Credit Risk Assessment of Network Lending Based on SMOTE Algorithm by Aiwen Niu, Bingqing Cai, Shousong Cai

“…In view of the fact that the network loan data are mainly unbalanced data, the smote algorithm is helpful to optimize the model and improve the evaluation performance of the model. …”
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A Topology Optimization Method based on Nastran Card Quickly Modifying Parameter by Chu Chaomei, Xi Chengjie, Tang Haichuan, Miao Guo

“…In consequence,the parameters are quickly modified,the accuracy of parameter modification is increased and the process of the model modification is simplified. In order to further verify the adaptability of Nastran cards quickly modifying parameters topological optimization method to the complex components model,one transmission housing is taken as a research object and its gearbox topological optimization model is modified separately by the Nastran cards quickly modifying parameters method and the Optistruct software. …”
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