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Co-kurtosis
A co-kurtosis PCA based dimensionality reduction with nonlinear reconstruction using neural networks
For turbulent reacting flow systems, identification of low-dimensional representations of the thermo-chemical state space is vitally …
Dibyajyoti Nayak
,
Anirudh Jonnalagadda
,
Uma Balakrishnan
,
Hemanth Kolla
,
Konduri Aditya
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Anomaly detection in scientific data using joint statistical moments
We propose an anomaly detection method for multi-variate scientific data based on analysis of high-order joint moments. Using kurtosis …
Konduri Aditya
,
Hemanth Kolla
,
W. Philip Kegelmeyer
,
Timothy M. Shead
,
Julia Ling
,
Warren L. Davis
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