Reservoir Fluid PVT High-Pressure Physical Property Analysis Based on Graph Convolutional Network Model by Binghuan Li, Shan Jiang

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PCN: a deep learning approach to jet tagging utilizing novel graph construction methods and Chebyshev graph convolutions by Yash Semlani, Mihir Relan, Krithik Ramesh

“…To learn best from this representation, we design Particle Chebyshev Network (PCN), a graph neural network (GNN) using Chebyshev graph convolutions (ChebConv). ChebConv has been demonstrated as an effective alternative to classical graph convolutions in GNNs and has yet to be explored in jet tagging. …”
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Insights from the 18th INTEGRAL/BART Workshop & AHEAD Summer School by Martin Urban, Ondřej Nentvich, Veronika Maršíková, René Hudec

“…This year the workshop attracted 49 participants from six European countries and was kindly hosted and supported by the grammar school (Gymnázium Cheb) and the secondary school (Integrovaná střední škola Cheb) in Cheb. …”
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Electricity theft detection in integrated energy systems considering multi-energy loads by Wenlong Liao, Dechang Yang, Leijiao Ge, Yixiong Jia, Zhe Yang

“…Furthermore, a Chebyshev graph convolutional network (ChebGCN) is proposed to detect malicious users by capturing latent features and correlations from the graphs. …”
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Theoretical and Numerical Study for Volterra−Fredholm Fractional Integro-Differential Equations Based on Chebyshev Polynomials of the Third Kind by Zineb Laouar, Nouria Arar, Abdellatif Ben Makhlouf

“…In this paper, we develop an efficient numerical method to approximate the solution of fractional integro-differential equations (FI-DEs) of mixed Volterra−Fredholm type using spectral collocation method with shifted Chebyshev polynomials of the third kind (S-Cheb-3). The fractional derivative is described in the Caputo sense. …”
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Dynamic map of protein interactions in the Escherichia coli chemotaxis pathway by David Kentner, Victor Sourjik

“…Characterization of stimulation‐induced responses revealed an additional regulation through activity dependence of interactions involving the adaptation enzyme CheB, and showed complex rearrangement of chemosensory receptors. …”
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Modeling chemotaxis reveals the role of reversed phosphotransfer and a bi-functional kinase-phosphatase. by Marcus J Tindall, Steven L Porter, Philip K Maini, Judith P Armitage

“…We use our mathematical model supported by experimental data to predict that: (1) the main RR controlling flagellar rotation, CheY(6), aided by its specific phosphatase, the bifunctional kinase CheA(3), acts as a phosphate sink for the other RRs; and (2) a phosphorelay pathway involving CheB(2) connects the cytoplasmic cluster kinase CheA(3) with the polar localised kinase CheA(2), and allows CheA(3)-P to phosphorylate non-cognate chemotaxis RRs. …”
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Voltage faults diagnosis for lithium-ion batteries in electric vehicles using optimized graphical neural network by Jian Ouyang, ZiHao Lin, Liyazhou Hu, Xiaofen Fang

“…Experimental results on three publicly available datasets show that the proposed method outperforms baseline methods such as GraphConv, GCNConv, ChebConv, SGConv, CNN, DBN, LSTM and CNN-LSTM in terms of Accuracy, Precision, Recall, and F1-score, which verifies the effectiveness and accuracy of the proposed method in fault localization of voltage data. …”
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A data-driven spatial-temporal model for prediction of tunnel deformation by Ziyi Zhang, Han Zhang, Cong Du, Mingzhao Wei, Xiaochao Wang, Jianqing Wu

“…The results show that the proposed model significantly outperforms other algorithms, including GRU, TCN, ChebNet, GCN, GAT, and GAT-TCN, in terms of prediction accuracy. …”
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Transcriptome Analysis Reveals the Molecular Mechanism of <i>Pseudomonas</i> with Different Adhesion Abilities on <i>Tilapia</i> Decay by Liumin Zhuang, Chen Song, Yunru Wei, Jinzhi Han, Li Ni, Chengxu Ruan, Wen Zhang

“…Correspondingly, the expression of critical adhesion genes, such as <i>flgC</i>, <i>fliC</i>, and <i>cheB</i>, was found to be altered. LP-3, with high adhesion ability, was observed to promote a relative increase in <i>Nocardioides</i> and <i>Cloacibacterium</i> in fish intestines. …”
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Nonvolcanic Carbon Dioxide Emission at Continental Rifts: The Bublak Mofette Area, Western Eger Rift, Czech Republic by Horst Kämpf, Alena Sophie Broge, Pouria Marzban, Masoud Allahbakhshi, Tobias Nickschick

“…The PPFZ is presently seismically active, located in the eastern part of the Cheb Basin, western Eger Rift, Central Europe. The goal of the work was to identify the linkage between tectonics and gas flux. …”
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