Publications

Sargsyan, Khachik S.; Safta, Cosmin S.; Boll, Luke D.; Johnston, Katherine J.; Khalil, Mohammad K.; Chowdhary, Kamaljit S.; Rai, Prashant R.; Casey, Tiernan A.; Zeng, Xiaoshu Z.; Debusschere, Bert D.

The UQ Toolkit (UQTk) is a collection of libraries and tools for the quantification of uncertainty in numerical model predictions. Version 3.1.2 offers intrusive and non-intrusive methods for propagating input uncertainties through computational models, tools for sensitivity analysis, methods for sparse surrogate construction, and Bayesian inference tools for inferring parameters from experimental data. This manual discusses the download and installation process for UQTk, provides pointers to the UQ methods used in the toolkit, and describes some of the examples provided with the toolkit.

Boll, Luke D.; Johnston, Katherine J.; McDaniel, Anthony H.; Stechel, Ellen B.; Debusschere, Bert D.

Abstract not provided.

Johnston, Katherine J.; Debusschere, Bert D.; Stechel, Ellen B.

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Johnston, Katherine J.; Boll, Luke D.; Sargsyan, Khachik S.; Safta, Cosmin S.; Debusschere, Bert D.

Abstract not provided.

Johnston, Katherine J.

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Johnston, Katherine J.

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Johnston, Katherine J.

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Johnston, Katherine J.

Abstract not provided.