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Center for Computing Research

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Publication	Type	Year
Using Uncertainty and Out-of-distribution Detection to Identify Unreliable Predictions Artificial Intelligence and Statistics 2022 Michael Christopher Darling, Justin E Doak, Richard V. Field, Mark A. Smith, David John Stracuzzi	Abstract – 2021 Abstract	2021
SAGE Intrusion Detection System: Sensitivity Analysis Guided Explainability for Machine Learning Michael Reed Smith, Erin Acquesta, Arlo L. Ames, Alycia Noel Carey, Christopher Roman Cuellar, Richard V. Field, Trevor Maxfield, Scott A. Mitchell, Elizabeth Susan Morris, Blake Cameron Moss, Megan Nyre-Yu, Ahmad Rushdi, Mallory Catherine Stites, Charles Smutz, Xin Zhou https://www.osti.gov/search/identifier:1820253	SAND Report – 2021 SAND Report	2021
Partitioning Communication Streams into Graph Snapshots Lab Research Technical Exchange Jeremy D Wendt, Richard V. Field, Cynthia Ann Phillips, Arvind Prasadan, Tegan Wilson, Sucheta Soundarajan, Sanjukta Bhowmick https://www.osti.gov/search/identifier:1842249	Conference Presentation – 2021 Conference Presentation	2021
SAGE Advice? Assessing the Accuracy of ML Explanations for Model Credibility NIST AI Assurance Leadership Team Michael Reed Smith, Erin Acquesta, Richard V. Field, Trevor Maxfield, Blake Cameron Moss, Megan Nyre-Yu, Ahmad Rushdi, Charles Smutz, Mallory Catherine Stites	Presentation (non-conference) – 2020 Presentation (non-conference)	2020
Quantifying Graph Uncertainty from Communication Data Jeremy D Wendt, Richard V. Field, Cynthia Ann Phillips, Arvind Prasadan https://www.osti.gov/search/identifier:1669730	SAND Report – 2020 SAND Report	2020
Assessing Global Sensitivity Analysis for Credibility in Machine Learning Explainability SAMSIGlobal Sensitivity Analysis Working Group Meeting Erin Acquesta, Michael Reed Smith, Richard V. Field, Trevor Maxfield, Ahmad Rushdi https://www.osti.gov/search/identifier:1820562	Presentation (non-conference) – 2020 Presentation (non-conference)	2020
Social-Media Network Collection Problems Workshop on Incomplete Network Data Jeremy D Wendt, Richard V. Field, Daniel Garcia, Tu-Thach Quach, Randall Wells, David John Zage, Cynthia Ann Phillips, Ali Pinar, Sucheta Soundarajan https://www.osti.gov/search/identifier:1364805	Conference Paper – 2016 Conference Paper	2016
Introduction to Uncertainty Analysis Uncertainty Quantification in Computational Fluid Dynamics - STO-AVT-235 Michael S. Eldred, Richard V. Field https://www.osti.gov/search/identifier:1497456	Presentation (non-conference) – 2014 Presentation (non-conference)	2014
Statistical surrogate models for prediction of high-consequence climate change Richard V. Field, Paul Constantine, Mark B. Boslough https://www.osti.gov/search/identifier:1029816	SAND Report – 2011 SAND Report	2011
Computational thermal, chemical, fluid and solid mechanics for geosystems management Mario J. Martinez, Patrick Notz, Daniel Z. Turner, Samuel Ramirez Subia, Polly L. Hopkins, Harry K. Moffat, Carlos F. Jove-Colon, Thomas Dewers, Katherine A. Klise, John R. Red-Horse, Brian Carnes, Mikhail Mesh, Richard V. Field, Scott M Davison, Hongkyu Yoon, Joseph E. Bishop, Pania NMN Newell, James E. Bean, Nicholas Alger https://www.osti.gov/search/identifier:1029788	SAND Report – 2011 SAND Report	2011
Uncertainty Quantification In LargeComputational Engineering Models AIAA Structures, Structural Dynamics, and Materials Conference Steven Francis Wojtkiewicz, Michael S. Eldred, Richard V. Field, Angel Urbina, John R. Red-Horse	Conference Paper – 2001 Conference Paper	2001
Uncertainty Quantification in Large Computational Engineering Models AIAA Structures, Structural Dynamics, and Materials Conference Steven Francis Wojtkiewicz, Richard V. Field, Michael S. Eldred, John R. Red-Horse, Angel Urbina	Other Publication – 2001 Other Publication	2001
Document Title	Type	Year