A modular extension of a finite element contact implementation by Ondřej Faltus, Martin Horák

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Heuristic optimization in classification atoms in molecules using GCN via uniform simulated annealing by Agnieszka Polowczyk, Alicja Polowczyk, Marcin Woźniak

“…Abstract Graph neural networks are becoming increasingly popular in deep learning due to their ability to process data in irregular structures and graphs thus preserving additional spatial dependencies due to the arrangement of nodes. This network allows for better accuracy results in classification problems, where information from neighbors is also crucial. …”
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RDSM: Underwater multi-AUV relay deployment and selection mechanism in 3D space by Yafei Liu, Na Liu, Hao Li, Yi Jiang, Junwu zhu

“…Firstly, an optimized relay node deployment strategy (RNDS) is used to deploy AUV nodes to effectively ensure network connectivity. …”
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The clinical application of mitoxantrone hydrochloride tracing in endoscopic radical resection of thyroid carcinoma by Xiaozhou Cheng, Lijun Chen, Honggang Zang, Yaping Li

“…Abstract To evaluate the effectiveness of tracer mitoxantrone hydrochloride injection (MHI) in mapping central lymph nodes and its role in preserving parathyroid function during endoscopic radical resection of thyroid carcinoma. …”
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Towards a Universal Security Framework for Darknet Suppression: Conceptual Foundations and Future Prospects by Cheng HUANG, Jianwei DING, Jiapeng ZHAO, Zhouguo CHEN, Jinqiao SHI

“…In addition, these methods for predicting multi-network connections and optimizing trap node deployment improve tracking capabilities in complex environments. …”
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Orthogonal polynomials and generalized Gauss-Rys quadrature formulae by Gradimir Milovanovic, Nevena Vasovic ́

“…In this generalized case the method of modified moments is used, as well as a transformation of quadratures on $(-1, 1)$ with $N$ nodes to ones on $(0,1)$ with only $(N+1)/2$ nodes. …”
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On an Optimal Quadrature Formula for Classes of Functions Given by Modulus of Continuity by M. Sh. Shabozov

“…The problem of minimizing the error of a cubature formula on the classes of functions given by modulus of continuity for cubature formulas with fixed nodes on the boundary of gird rectangular localization domain of nodes is considered. …”
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Functional connectivity profiles in remitted depression and their relation to ruminative thinking by Zhuo Fang, Emma Lynn, Verner J. Knott, Natalia Jaworska

“…., tasks that encompass affective processing in the context of cognitive processes, such as inhibition).To address these literature gaps, this study compared functional connectivity (FC) between resting and task conditions, specifically during the emotional Stroop (eStroop) task, as well as between rMDD and healthy volunteers (HVs), within and between nodes of the three networks. …”
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Damage Identification of Ancient Timber Structure Based on Autocorrelation Function by Yanfang Hou, Weibing Hu, Xin Wang, Tingting Hou, Congli Sun

“…To calculate the autocorrelation function of the vibration response of each measurement point, we transformed the maximum values into an autocorrelation peak vector. …”
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Interpolation of the Function of Two Variables with Large Gradients in the Boundary Layers by A.I. Zadorin

“…The formula has the arbitrary number of nodes in each direction. The accuracy estimate, which is uniform in gradients of the interpolated function in the boundary layers, is proved. …”
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Optimization of approximate integrals of rapidly oscillating functions in the Hilbert space by Abdullo Hayotov, Samandar Babaev, Abdimumin Kurbonnazarov

“…For the given nodes, we find the minimum value of the error functional norm along the coefficients.This quadrature formula is exact for the hyperbolic functions sinh(x),cosh(x) and a constant term. …”
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Cover interpolation functions and h-enrichment in finite element method by H. Arzani, E. Khoshbavar rad, M. Ghorbanzadeh

“…In order to increase the accuracy of solutions to an excellent level, the results of mesh refinement are reassessed in the next steps and the nodes exceeding the value of allowable error are determined. …”
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Saccades influence functional modularity in the human cortical vision network by George Tomou, Bianca R. Baltaretu, Amirhossein Ghaderi, J. Douglas Crawford

“…BOLD activation from 50 vision-related cortical nodes was used to identify local and global network properties. …”
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Machine Training of the System of Functional Diagnostics of the Shaft Lifting Machine by Dovbysh A. S., Zimovets V. I., Zuban Y. A., Prikhodchenko A. S.

“…Functional diagnostics necessitates the analysis of a large number of diagnostic features and recognition classes that characterize not only possible mal-functions, but also intermediate technical conditions of nodes and assemblies of a complex ma-chine. …”
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Evaluation of Bayesian network scoring functions in polychotomous data analysis by Xuejia Ke, Katherine Keenan, V. Anne Smith

“…Performance of the scoring functions was significantly influenced by the number of nodes, network complexity, and sample size. …”
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Emotional imagination of negative situations: Functional neuroimaging in anorexia and bulimia. by Federico D'Agata, Paola Caroppo, Angela Spalatro, Luca Lavagnino, Giovanni Abbate Daga, Andrea Boghi, Mauro Bergui, Alessandro Cicerale, Benedetto Vitiello, Secondo Fassino, Birgit Derntl, Federico Amianto

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Unstimulated Serum Thyroglobulin Levels after Thyroidectomy and Radioiodine Therapy for Intermediate-Risk Thyroid Cancer Are Not Always a Reliable Marker of Lymph Node Recurrence:... by Luca Foppiani, Simona Sola, Manlio Cabria, Gianluca Bottoni, Arnoldo Piccardo

“…Over 50% of patients with papillary thyroid carcinoma (PTC) have cervical lymph-node metastasis on diagnosis, and up to 30% show nodal recurrence after surgery plus radioactive iodine (131I) (RAI) therapy. …”
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Structure and dynamics analysis of brain functional hypernetworks based on the null models by Chen Cheng, Yao Li, Chunyan Wang, Yanli Yang, Hao Guo

“…Specifically, first, based on the original brain functional hypernetwork, this article proposed the optimized hyper dK-series algorithm with hyperedges to construct null models that preserved the different node attributes and hyperedge attributes of the original brain functional hypernetwork, respectively. …”
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Robotic esophagectomy with function‐preserving radical mediastinal lymphadenectomy for esophageal cancer by Raja Kalayarasan, Pothugunta Sai Krishna

“…Preservation of pulmonary branches of the right vagus during subcarinal lymphadenectomy and left recurrent laryngeal nerve during left paratracheal node dissection are technically challenging. The description of two types of left recurrent laryngeal nerve node dissection and technical tips for nerve function preservation are outlined in this review. …”
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Robot-assisted functional minimally invasive radical resection of esophageal cancer by Xiaoyu Lv, Zhi Li, Yutao Wei, Honghao Fu

“…The operation time of RAFMIE is shorter than FMIE, and the lymph node dissection results are better. Long-term results need to be further investigated.…”
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