“…When estimating national PM(2.5) concentrations, the results of traditional interpolation algorithms are unreliable due to a lack of monitoring sites and heterogeneous spatial distributions. …”
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“…The collected PPTs are interpolated by Shepard or Franke and Nielson interpolation methods to create topographical pressure sensitivity maps. …”
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“…The training lasted for 12 weeks. Twitch interpolation were conducted to examine the voluntary activation of quadriceps at pre- and post-intervention. …”
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“…The GIS interpolation tool was used to obtain the spatial distribution of groundwater quality parameters and DWQI in the area. …”
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“…Trapezoidal integration by linear interpolation of data points is by far the most commonly used method of cumulative flux calculations of nitrous oxide (N(2)O) in studies that use flux chambers; however, this method is incapable of providing accurate uncertainty estimates. …”
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“…We validated our methodology by carrying out conventional Wannier-interpolation calculations for 289 candidate materials. …”
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“…Application analyses indicate that the proposed method has better interpolation and extrapolation performance than the other three neural networks. …”
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“…Deep learning (DL) is a powerful tool for mining features from data, which can theoretically avoid assumptions (e.g., linear events) constraining conventional interpolation methods. Motivated by this and inspired by image-to-image translation, we applied DL to irregularly and regularly missing data reconstruction with the aim of transforming incomplete data into corresponding complete data. …”
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“…Here I build on my recent papers by providing examples where modally completing surfaces not only fill in from one depth layer’s visible contours to another layer’s visible contours within virtual contours in an analog manner, but where modally completing surface curvature is altered by the interpolation of an abutting object perceived to be connected to or embedded within that modally completing surface. …”
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“…Interpolation and approximation methods are used in many fields such as in engineering as well as other disciplines for various scientific discoveries. …”
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“…Yet, the analysis scheme is computationally comparable to optimum interpolation and can be used in real-time operational applications. …”
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“…Additionally, the time required for each visualization was also recorded. Hamming interpolation function presented the best compromise in image quality. …”
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“…A comprehensive correction was applied through three main steps: severe artifact correction by cubic spline interpolation, BS removal by spline interpolation, and slight oscillation reduction by dual-threshold wavelet-based method. …”
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“…Cross-sectional ecological study with spatial analysis based on kernel densities of variables, including cases, mobile application alerts, population vulnerability, multidimensional poverty index; inverse distance weighted spatial interpolation of active cases; and, finally, the spatial superposition technique as a final result. …”
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“…Region level estimates were produced based on survey results, interpolation between or extrapolation. We aggregated the resulting region level estimates, using a population-weighted approach, to give national estimates. …”
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“…The variogram allows us to classify samples and to define both the search radii for interpolation and the use of kriging as an interpolation and resource classification method. …”
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“…At the Australian Bureau of Meteorology, the current operational monthly rainfall component of the Australian Gridded Climate Dataset (AGCD) makes use of statistical interpolation (SI), also known as optimal interpolation (OI) to form an analysis from a background field of station climatology. …”
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“…An improved discrete method based on Newton–Lagrange mixed interpolation is proposed, and the influence law of the coupling effect of regeneration effect and velocity effect on the stability of cutting flutter under cutting state is clarified. …”
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“…According to the spatial arrangement of brain electrodes, the Azimuth Equidistant Projection (AEP) is employed to generate the 2D EEG map, which preserves the spatial topology information; then, the average power, variance power, and standard deviation power of three frequency bands ([Formula: see text] , [Formula: see text] , and [Formula: see text]) are extracted as the feature data for the EEG feature map. BiCubic interpolation is employed to interpolate the blank pixel among the electrodes; the three frequency bands EEG feature maps are used as the G, R, and B channels to generate EEG feature maps. …”
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“…This model is shown to interpolate between the superhorizon phase of gravity theory mediated by a scalar mode and the short distance general relativistic limit in a special frame which is related by a nonlocal conformal transformation to the original metric. …”
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