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Paper: Recent Advances in Analysis of Large Datasets
Volume: 459, 6th International Conference of Numerical Modeling of Space Plasma Flows (ASTRONUM 2011)
Page: 371
Authors: Karimabadi, H.; Yilmaz, A.; Sipes, T.
Abstract: The challenge of science discovery from the extremely large datasets (200 TB from a single run) generated from kinetic simulations is compounded by the multi-variate and “noisy” nature of the data. To facilitate analysis of data from such runs, we have combined techniques from the fields of data mining and computer vision with scientific visualization. The effectiveness of this approach is illustrated through examples.
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