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For that purpose, we develop an exhaustive quantitative and comparative analysis of several available and new parallel hyperspectral imaging algorithms by comparing their efficiency on both a fully heterogeneous network of workstations and a massively parallel homogeneous cluster at NASA's Goddard Space Flight Center in Maryland.
Recall that we have a fully heterogeneous 57-cell network, and no homogeneous properties are exploited.
Firstly, it is a fully heterogeneous environment, making it difficult to leverage performance of the targeted architectures.
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A hierarchical fully heterogeneous aquifer model (FHM) provides a reference for developing and testing 3 facies-based hydrostratigraphic models (HSMs) each representing a CO2 storage aquifer with reduced permeability (k) heterogeneity resolution: 8-unit, 3-unit, and 1-unit homogeneous models.
This paper presents a full-scale fully heterogeneous finite element (FE) pavement model developed from X-ray computed-tomography images of asphalt concrete (AC) samples.
For the considered problem, homogenization-based localization analysis of microlevel stress fields produces accurate values relative to the fully heterogeneous results outside of a very small layer spanning one row/column of single-inclusion boundary unit cells.
One should note that such fully heterogeneous models may also appear naturally as the consequences of a previous modeling attempt [ 20, 21].
Our main goal in this paper is to understand parallel performance of hyperspectral imaging algorithms comprising the standard hyperspectral data processing chain (which includes pre-processing, selection of pure spectral components and linear spectral unmixing) in the context of fully heterogeneous computing platforms.
We need to establish a formal integration procedure of the agent functionality with the controllers and to transform the underlying system into a fully integrated and open heterogeneous system.
A fully developed reservoir model of heterogeneous reworked fluvial sandstones of the Frio formation documents three-dimensional compartmentalization of the injection horizon by faulting associated with salt-dome intrusion and growth.
Both the ISOLATE and LDA strategies require a fully profiled Source Panel and heterogeneous tumor samples, but owing to the current lack of such data available, we took advantage of the vast quantities of microarray data available and chose to digitize such datasets to make them compatible with our model.
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