Determination of the number of components
The three-way table used for this statistical analysis can be found in the Supplementary Information files. For pre-processing, we performed centering and scaling in the second mode, where the variables…
Category: 7. Maths
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Geometrically aware transformer for point cloud analysis
To illustrate how the Transformer mechanism in this study diverges from previous approaches, a brief review of classic Transformer types is conducted through mathematical formulations. An overview of PointGA is then provided, followed by a…
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Improved adaptive CUSUM control chart for industrial process monitoring under measurement error
The results of the IACUSUM control chart are summarized in Tables 1 and 2, applied to the scenarios with and without ME. In this analysis, we evaluate the effect of ME and its relevance for process monitoring. The covariate method is used as an…
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Recent updates of the MPEXS2.1-DNA Monte Carlo code for simulations of water radiolysis under ion irradiation
Comparison of radiation chemical yields simulated by GFDE-SBS with previously simulated and measured data
Time profiles of radiation chemical yields under electron irradiation
To assess whether the GFDE-SBS model could accurately simulate water…
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A 2 year follow-up self-controlled study on morphological changes in the musculoskeletal apparatus after conservative treatment of condylar head fracture
Karagah, A. et al. Correlation of radiomorphometric indices of the mandible and mandibular angle fractures. Heliyon 8 (9), e10549 (2022).
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Innovative fast and low-cost method for the detection of living bacteria based on trajectory
Preparation/samples
Beads
Spherical latex beads (Invitrogen Nonionic latex beads from ThermoFisher Scientific, reference: N3746437) of 1 μm in diameter were used as a simple model for inert objects. Beads were diluted in Phosphate Buffered Saline…
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Combining spatial transcriptomics with tissue morphology
Longo, S. K., Guo, M. G., Ji, A. L. & Khavari, P. A. Integrating single-cell and spatial transcriptomics to elucidate intercellular tissue dynamics. Nat. Rev. Genet. 22, 627–644 (2021).
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An integrated 3D model of water shutoff considering the gelation kinetics of nanosilica gel
In this study, the numerical model involves solving the fluid flow, mass transfer, and heat transfer models. Under the fluid flow equation, the fluid is assumed to behave as a Newtonian and incompressible fluid due to having a very low viscosity…
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The analysis of artificial intelligence knowledge graphs for online music learning platform under deep learning
Experiment design and datasets collection
The dataset used in this experiment comes from Last.FM, and it is an open-source dataset provided by a well-known music company. This dataset contains a large volume of user music listening records,…
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Failure mechanisms and reinforcement of pipe-framed solar greenhouses under snow loads
Failure mechanisms
The load-displacement curves of the structure under snow loads are shown in Fig. 7. For each example in the figure, the X-coordinate denotes the vertical displacement of the ridge node, and the Y-coordinate denotes the snow…
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