Automatic Analysis Algorithm of Position and Orientation Characteristic Set of Parallel Mechanism based on Neural Network by Wang Gang, Mao Zhiwei, Luo Yufeng, Shi Zhixin

“…In addition,by analyzing the essential meaning of the automatic analysis of POC sets of parallel mechanisms,the POC neural network model of parallel mechanisms is established and 6 algorithm rules of the model are proposed. Finally,an example is given to prove the correctness and effectiveness of the POC set automatic analysis algorithm for parallel mechanism.…”
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Anomaly Detection and Root Cause Analysis for Energy Consumption of Medium and Heavy Plate: A Novel Method Based on Bayesian Neural Network with Adam Variational Inference by Qiang Guo, Fenghe Li, Hengwen Liu, Jin Guo

“…Next, a weighted Granger causality analysis method based on LSTM is introduced, which effectively captures the nonlinear and temporal relationships of process variables, enabling the identification of abnormal causal pathways. Finally, a root cause tracing algorithm using an Adam-based variational inference Bayesian neural network is proposed to pinpoint the underlying factors responsible for the anomalies. …”
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Application of Full Vector Deep Learning in Bearing Fault Diagnosis by Chen Chaoyu, Chen Lei, Zhang Wang, Han Jie

“…Then,a full-vector deep neural network is built on this basis,combining sparse coding and de-noising coding algorithm,the fault features can be extracted automatically. Finally,the back-propagation algorithm is used to fine-tune the whole network. …”
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A Bayesian Network Model for Origin-Destination Matrices Estimation Using Prior and Some Observed Link Flows by Lin Cheng, Senlai Zhu, Zhaoming Chu, Jingxu Cheng

“…To solve the Bayesian network model, a specific procedure which can avoid matrix inversion is proposed. Finally, a numerical example is given to illustrate the proposed Bayesian network method. …”
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Modeling the Impacts of Income on the Subjective Happiness: An Empirical Study by Guiping Ma, Changsong Ma

“…Then, the private university teachers in China were taken as investigation objects to collect data samples. Finally, based on the questionnaire data, the author will verify the measuring model by using the structural equation model. …”
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Gateaux Differentiability of Convex Functions and Weak Dentable Set in Nonseparable Banach Spaces by Shaoqiang Shang, Yunan Cui

“…Moreover, we also prove that if C is a closed convex set, then dσC(x⁎)=x if and only if x is a weakly exposed point of C exposed by x⁎. Finally, we prove that X is an Asplund space if and only if, for every bounded closed convex set C⁎ of X⁎, there exists a dense subset G of X⁎⁎ such that σC⁎ is Ga^teaux differentiable on G and dσC⁎(G)⊂C⁎. …”
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The Good Friday oration ad intra ecclesiam in the context of the post-conciliar liturgical reforms by Dawid Mielnik

“…In the second, the changes to the orations are analysed. Finally, the influence on the theological character of the orations is presented. …”
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Investigation of Nonlinear Behaviour of Semiburied Cylindrical Concrete Reservoir without Dynamic Load Effect by Mazhar Fatahi, Mahdi Meftah Halghi, Mehran Soltani Tehrani

“…Reservoirs with prestressed concrete show less flexibility compared to reinforced concrete reservoir. Finally, it is resulted that displacement, base shear, and wave height obtained from time history analysis are more than those of response spectrum analysis, indicating insufficiency of response spectrum analysis.…”
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Comprehensive analysis of targetable mutations and tumor microenvironment in urachal cancer by David J. Benjamin, Tolulope T. Adeyelu, Andrew Elliott, Sourat Darabi, Thomas Lee, Rana R. McKay, Matthew J. Oberley, Arash Rezazadeh Kalebasty

“…The tumor microenvironment demonstrated increased NK cells in MAPK-altered urachal cancer. Finally, we show that urachal cancer shares genomic and transcriptomic similarity with colorectal cancer compared to bladder cancer. …”
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Model and Algorithm for Dependent Activity Schedule Optimization Combining with BIM by Guofeng Ma, Xiaoye Liu

“…Then, the overlap and communication strategies are decided by calculating the maximum revenue using Monte Carlo simulation and MATLAB based on overlap cost, communication cost, rework cost, and reward amount. Finally, the algorithm and BIM are combined to provide a visual overlap plan and dynamic control platform framework. …”
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Programmed Tool for Quantifying Reliability and Its Application in Designing Circuit Systems by N. S. S. Singh

“…Secondly, a comparative study involving those existing computational approaches is carried out on a set of standard benchmark test circuits. Finally, the paper continues to find the exact error bound for individual faulty gates as it plays a significant role in the reliability of circuit systems.…”
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Completing a 2×2 Block Matrix of Real Quaternions with a Partial Specified Inverse by Yong Lin, Qing-Wen Wang

“…The general expression for A11 is also obtained. Finally, a numerical example is presented to verify the theoretical findings.…”
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Do Economic Policy Uncertainty Have Ramifications on Inflation and Stock Market Performance? Evidence from Global Framework by Mishra Amritkant

“…Additionally, outcomes affirm that the short-run impact of economic policy uncertainty is not uniform across countries. Finally, the result further confirms the positive long-run impact of economic policy uncertainty on the stock market’s performance. …”
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Photovoltaic Energy Conversion System Constructed by High Step-Up Converter with Hybrid Maximum Power Point Tracking by K. I. Hwu, W. C. Tu, C. R. Wang

“…Aside from these, the field programmable gate array (FPGA) is used as a control kernal of the overall system, so as to realize the HMPPT and fully digitalized control. Finally, via a PV simulator, some experimental results are provided to verify the effectiveness of the proposed photovoltaic energy conversion system.…”
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Design and Analysis of Upper Limb Rehabilitation Robots with Fully-actuated Shoulder Joints by Wang Zhanli, Duan Zhifeng, Li Shuang, Gao Moyao, Pang Zaixiang

“…Secondly, the kinematics model of the upper limb rehabilitation robot is established and the kinematics equation is derived. Finally, the kinematics simulation analysis and work space analysis of the designed upper limb rehabilitation robot are carried out, and the two motion forms of shoulder joint adduction/abduction are compared and analyzed. …”
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Les agglomérations du Centre-Est de la Gaule : quel devenir durant l’Antiquité tardive ? by Pierre Nouvel, Stéphane Venault

“…In parallel, the establishment of strategic road systems largely contributes in reinforcing some networks and eradicating others. Finally, this period seems to be characterized by the emergence of centres that progressively take their place in a landscape inherited from the beginning of the Early Roman period.…”
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Long-Term Performance and Deicing Effect of Sustained-Release Snow Melting Asphalt Mixture by Jian Zhou, Jing Li, Guoqiang Liu, Tao Yang, Yongli Zhao

“…Meanwhile, salt precipitation rate is measured by conductimetry to estimate effective deicing period of the pavement. Finally, a new experimental device is designed to quantitatively evaluate snow melting effect of sustained-release snow melting asphalt pavement. …”
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Fabrication and modulation of flexible electromagnetic metamaterials by Yanshuo Feng, Misheng Liang, Xiaoguang Zhao, Rui You

“…In addition, this review also discusses the shortcomings and limitations of flexible electromagnetic metamaterials for electromagnetic control. Finally, the conclusion and perspective of the electromagnetic properties of flexible electromagnetic metamaterials are presented.…”
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Hydration of Early Age Cement Paste with Nano-CaCO3 and SAP by LF-NMR Spectroscopy: Mechanism and Prediction by Haitao Zhao, Gaoyang Sun, Lu Yu, Kaidi Jiang, Xiaodong Chen, Ruiming Jia, Yi Wan, Shihai Li

“…Thirdly, with the increase in SAP content, the starting time of the hydration period is delayed and the duration becomes longer. Finally, based on the experimental results and the existing hydration model, the modified hydration model considering the content of NC and SAP is proposed.…”
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Pratiques et stratégies d’apprentissage d’étudiants de 1re année de Licence et participation à un dispositif « apprendre à apprendre » : étude des déterminants et approche motivati... by Julien Berthaud, Lucie Corbin, Amélie Duguet, Elsa Lang Ripert, Marielle Le Mener, Sophie Morlaix

“…In addition, it is interesting to note that the difficulties mentioned by the students are finally those which were the subject of the content provided in the device for learning to learn. …”
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