Optimal Analysis of Tunnel Construction Methods through Cross Passage from Subway Shaft by Zhanping Song, Zhilin Cao, Junbao Wang, Shoufeng Wei, Shichun Hu, Zelin Niu

“…However, of the two, the “cross passage parallel shaft construction” method was more advantageous in controlling the structural deformation of the original shaft and the stress distribution of the horsehead structure. …”
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Concomitant effects of fatigue and potentiation in rat medial gastrocnemius fast motor units by Angelos Angelidis, Hanna Drzymała-Celichowska, Katarzyna Kryściak, Rene Vandenboom, Jan Celichowski

“…., potentiation) in a stimulation frequency and task-dependent manner, through the parallel action of various potentiating and fatiguing mechanisms. …”
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Symmetric Kullback-Leibler Metric Based Tracking Behaviors for Bioinspired Robotic Eyes by Hengli Liu, Jun Luo, Peng Wu, Shaorong Xie, Hengyu Li

“…A symmetric Kullback-Leibler metric based tracking system, capable of tracking moving targets, is presented for a bionic spherical parallel mechanism to minimize a tracking error function to simulate smooth pursuit of human eyes. …”
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Spark-Based Label Diffusion and Label Selection Community Detection Algorithm for Metagenome Sequence Clustering by Zhengjiang Wu, Xuyang Wu, Junwei Luo

“…In SpaRC, sequences are defined as nodes and clustered by a parallel label propagation algorithm (LPA). To address the randomness of label selection from the parallel LPA during clustering and improve the completeness of metagenome sequence clustering, Spark-based parallel label diffusion and label selection community detection algorithm is proposed in the paper to obtain more accurate clustering results. …”
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Skip the (Capitalist) Intermediaries: Freedom, Democracy, and Participation in the Economy and Culture by Forrest Perry

“…The two are particularly alike in the emphasis they place on the kind of participation—and the resulting freedom and democracy—enabled by having access to the means of production. Highlighting the parallel could help socialists and liberal theorists of intellectual property to see how they can advance each other’s causes: socialism could eliminate the threat of privatization of the means of producing culture that liberals like Lessig rightly worry about; and if the arguments about ownership of ideas made by Lessig and others like him end up gaining currency, then arguments about ownership of the means of production made by socialist theorists could have more resonance with larger numbers of people than is currently the case.…”
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Tracking gas migration using reservoir PVT data as reality check for migration models by Khaled R. Arouri, Rainer Schmidt, Youness Elouair, Kadhem Nasser, Habib Tafsiri, Saleh A. Alqahtani

“…Multiple parallel charging along the eastern flank is reflected in parallel but overlapping fluid maturity and density segregation trends, supported by ratios of reservoir pressure to dewpoint pressure that almost double towards the drier gas in the deeper north due to increased pressurization from more-mature charges coupled with increased hydrocarbon consumption by thermochemical sulfate reduction. …”
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The Impact of Convictions on Interlocking Systems by Teresa Henkle Langness

“…More than a moral code, more than a lack of statistical bias, to most researchers, integrity may imply response to an undefinable sense of "truth" (Shaw, Satalkar 2018). …”
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Propagation Characteristics of Multi-Cluster Hydraulic Fracturing in Shale Reservoirs with Natural Fractures by Lianzhi Yang, Xinyue Wang, Tong Niu

“…The elastic compressive modulus and Poisson’s ratio of parallel bedding shale samples are similar to those of vertical bedding shale samples, while the compressive strength of parallel bedding shale samples is significantly greater than that of vertical bedding shale samples. …”
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SimpleScale: Simplifying the Training of an LLM Model Using 1024 GPUs by Tianfa Li, Jingshan Pan, Siwei Ma, Aleksandr Raikov, Alexander Arkhipov

“…It is necessary to address numerous issues in the training process, such as manual data collection organization, data parallel, model parallel, evaluation, testing, deployment, transferring large data streams, detecting errors, ongoing maintenance, and project management. …”
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Effect of Joint Density on Rockburst Proneness of the Elastic-Brittle-Plastic Rock Mass by Jiliang Pan, Fenhua Ren, Meifeng Cai

“…Under the same joint density, the strength of parallel jointed rock mass is better than that of the cross-jointed rock mass, and the parallel jointed rock mass can accumulate more elastic strain energy and has higher rockburst proneness. …”
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Building accurate numerical models by Sharapov Dmitry

“…Key strategies such as algorithm optimization, parallel computing, and efficient data management are essential for maximizing computational resources. …”
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Cooperative game based bandwidth allocation mechanism live migration of multiple virtual machines by Yong CUI, Yu-song LIN, Run-zhi LI, Zong-min WANG

“…Under many scenarios, multiple virtual machines in the same server need to be moved online concurrently.Since live migration algorithm utilizes bandwidth as more as possible to send data, there is a bandwidth competition among the concurrent migration processes, which cannot guarantee the optimal allocation for the bandwidth and finally degrades the overall performance of the parallel live migration. …”
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The use of plant waste to ensure the functioning of agricultural energy complexes by M. F. Nabiullina, G. R. Mingaleeva, O. V. Afanaseva, S. S. Timofeeva

“…The need for auxiliary fuel at mini-thermal power plants with parallel connection of solar energy concentration plants has been determined. …”
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Application of K-means supported by clustered systems in big data association rule mining by Lihua Liu

“…These methods are unable to leverage the advantages of modern distributed computing frameworks, resulting in more significant performance bottlenecks when processing large-scale datasets. …”
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Numerical simulation of internal flow field for post-mixed abrasive water jet descaling nozzle by LIU Guo-yong, WANG Kuan-kuan, CHEN Xin-xin, DONG Li-ming, ZHU Dong-mei, ZHANG Shao-jun

“…Whereas,the tangential feed nozzle can augment the internal wear of the nozzle,which needs a kind of more wear-resistant material. Compared with the former two structures,the mixing effect of the parallel multi-jet nozzle is perfect and the water jet flow as well as the acting mode could be adjusted according to the need in practical application.…”
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Gastrointestinal adverse events during methylphenidate treatment of children and adolescents with attention deficit hyperactivity disorder: A systematic review with meta-analysis a... by Mathilde Holmskov, Ole Jakob Storebø, Carlos R Moreira-Maia, Erica Ramstad, Frederik Løgstrup Magnusson, Helle B Krogh, Camilla Groth, Donna Gillies, Morris Zwi, Maria Skoog, Christian Gluud, Erik Simonsen

“…<h4>Objectives</h4>To study in more depth the relationship between type, dose, or duration of methylphenidate offered to children and adolescents with attention deficit hyperactivity disorder and their risks of gastrointestinal adverse events based on our Cochrane systematic review.…”
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Brain-Inspired Architecture for Spiking Neural Networks by Fengzhen Tang, Junhuai Zhang, Chi Zhang, Lianqing Liu

“…Spiking neural networks (SNNs), using action potentials (spikes) to represent and transmit information, are more biologically plausible than traditional artificial neural networks. …”
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Learning adversarial policy in multiple scenes environment via multi-agent reinforcement learning by Yang Li, Xinzhi Wang, Wei Wang, Zhenyu Zhang, Jianshu Wang, Xiangfeng Luo, Shaorong Xie

“…Finally, effective training trajectories are computed with two criteria from multiple parallel scenes rather than single to accelerate the learning process. …”
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Spatial Characterization of Channeling in Sheared Rough‐Walled Fractures in the Transition to Nonlinear Fluid Flow by Robert Egert, Fabian Nitschke, Maziar Gholami Korzani, Thomas Kohl

“…In contrast, parallel to the shearing, a complex pattern of individual tortuous channels emerges, with flow occurring in 22% of the void space. …”
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Description of complexation thermodynamic parameters for alkanes and polyaromatic hydrocarbons in the framework of semiempirical methods by E.S. Kartashynska

“…Two types of orientation of alkane molecules are considered depending on the relative position of the C–C–C «zigzag» plane of alkanes within the polyaromatic hydrocarbons plane: parallel and perpendicular. The parallel arrangement of alkane molecules on the polyaromatic hydrocarbon surface is revealed to be more energetically advantageous than the perpendicular one. …”
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