Publications

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Optimization Under Uncertainty Research and Applications at Sandia National Laboratories

9th INFORMS Computing Society Conference

Anthony A. Giunta, Laura Painton Swiler, Michael S. Eldred, William Eugene Hart, Cynthia Ann Phillips, Jean-Paul Watson

https://www.osti.gov/search/identifier:943858

Conference Paper – 2007 Conference Paper 2007

Perspectives On Optimization Under Uncertainty: Algorithms And Applications

10th AIAA Multidisciplinary Analysis and Optimization Conference

Anthony A. Giunta, Michael S. Eldred, Laura Painton Swiler, Timothy G. Trucano, Steven F. Wojtkiewicz

https://www.osti.gov/search/identifier:947287

Conference Paper – 2007 Conference Paper 2007

The Surfpack Software Library for Surrogate Modeling of Sparse Irregularly Spaced Multidimensional Data

2006 AIAA Multidisciplinary Analysis & Optimization Conference

Anthony A. Giunta, Laura Painton Swiler, Shannon Lee Brown, Michael S. Eldred, Mark Richards, Eric Cyr

https://www.osti.gov/search/identifier:943891

Conference Paper – 2007 Conference Paper 2007

DAKOTA and its use in Computational Experiments

NECDC (Nuclear Explosives Codes Developers Conference)

Laura Painton Swiler, Anthony A. Giunta, Michael S. Eldred, Brian M. Adams, Vicente J. Romero, Monica L Martinez-Canales

https://www.osti.gov/search/identifier:1264108

Conference Paper – 2006 Conference Paper 2006

DAKOTA, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis. Version 4.0 Users Manual

Michael S. Eldred, Shannon Lee Brown, Brian M. Adams, Daniel Dunlavy, David M. Gay, Laura Painton Swiler, Anthony A. Giunta, William Eugene Hart, Jean-Paul Watson, John P. Eddy, Joshua Griffin, Patricia D. Hough, Tamara G. Kolda, Monica L Martinez-Canales, Pamela J. Williams

https://www.osti.gov/search/identifier:895703

SAND Report – 2006 SAND Report 2006

DAKOTA, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis. Version 4.0 Developers Manual.

Shannon Lee Brown, Brian M. Adams, Daniel Dunlavy, David M. Gay, Laura Painton Swiler, Anthony A. Giunta, William Eugene Hart, Jean-Paul Watson, John P. Eddy, Joshua Griffin, Patricia D. Hough, Tamara G. Kolda, Monica L Martinez-Canales, Pamela J. Williams

https://www.osti.gov/search/identifier:896280

SAND Report – 2006 SAND Report 2006

DAKOTA, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis. Version 4.0 Reference Manual.

Shannon Lee Brown, Brian M. Adams, Daniel Dunlavy, David M. Gay, Laura Painton Swiler, Anthony A. Giunta, William Eugene Hart, Jean-Paul Watson, John P. Eddy, Joshua Griffin, Patricia D. Hough, Tamara G. Kolda, Monica L Martinez-Canales, Pamela J. Williams

https://www.osti.gov/search/identifier:895073

SAND Report – 2006 SAND Report 2006

Methodology Status and Needs: Verification, Validation, and Uncertainty Quantification

NSF SAMSI Kickoff Worshop for Program on Development, Assessment, and Utilization of Computer Model

Laura Painton Swiler, Timothy G. Trucano, William L Oberkampf, Kevin J. Dowding, Anthony A. Giunta, Vicente J. Romero, Vicente J. Romero

https://www.osti.gov/search/identifier:1264551

Conference Paper – 2006 Conference Paper 2006

The Surfpack Software Library for Surrogate Modeling of Sparse Irregularly Spaced Multidimensional Data

11th AIAA/ISSMO Multidisciplinary Analysis & Optimization Conference

Anthony A. Giunta, Laura Painton Swiler, Shannon Lee Brown, Michael S. Eldred, Mark D Richards, Eric C. Cyr

https://www.osti.gov/search/identifier:1266128

Conference Paper – 2006 Conference Paper 2006

The Surfpack Software Library for Surrogate Modeling of Sparse Irregularly Spaced Multidimensional Data

AIAA Multidisciplinary Analysis and Optimization Conference

Laura Painton Swiler, Shannon Lee Brown, Michael S. Eldred, Eric C. Cyr, Mark Richards

https://www.osti.gov/search/identifier:1266127

Conference Paper – 2006 Conference Paper 2006

Multimodal Reliability Assessment for Complex Engineering Applications using Sequential Kriging Optimization

AIAA SDM Multidisciplinary Optimization (MDO) Conference

Barron James Bichon, Michael S. Eldred, Laura Painton Swiler, John McFarland, Sankaran Mahadevan

https://www.osti.gov/search/identifier:1264585

Conference Paper – 2006 Conference Paper 2006

Bayesian Calibration of the QASPR Model

AIAA SDM NDA (NonDeterministic Approaches) Conference

John McFarland, Laura Painton Swiler, Anthony A. Giunta, Sankaran Mahadevan

https://www.osti.gov/search/identifier:1264037

Conference Paper – 2006 Conference Paper 2006

The DAKOTA Toolkit and its use in Computational Experiments

NSF - SAMSI Summer School on Computer Experiments

Anthony A. Giunta, Michael S. Eldred, Laura Painton Swiler

https://www.osti.gov/search/identifier:1264111

Conference Paper – 2006 Conference Paper 2006

Response Surface (Meta-model) Methods and Applications

SEM IMAX XXIV Conference

Brian Milne Rutherford, Laura Painton Swiler, Thomas Lee Paez, Angel Urbina

https://www.osti.gov/search/identifier:882055

Conference Paper – 2006 Conference Paper 2006

The Promise And Peril Of Uncertainty Quantification Using Response Surface Approximations

Structure and Infrastructure Engineering

Anthony A. Giunta, Laura Painton Swiler, Michael S. Eldred, John M. McFarland

https://www.osti.gov/search/identifier:884754

Journal Article – 2005 Journal Article 2005

Conference Region Estimation Techniques for Nonlinear Regression: Three Case Studies

Kay Ellen White Vugrin, Laura Painton Swiler, Randall Mark Roberts, Nicholas J. Stucky-Mack, Sean P. Sullivan

https://www.osti.gov/search/identifier:877714

SAND Report – 2005 SAND Report 2005

Error Estimation Approaches for Progressive Response Surfaces- More Results

International Modal Analysis Conference

Vicente J. Romero, Laura Painton Swiler

https://www.osti.gov/search/identifier:1465858

Conference Paper – 2005 Conference Paper 2005

Error Estimation Approaches for Progressive Response Surfaces

46th Structures, structural Dynamics, and materials Conference

Vicente J. Romero, Raisa Slepoy, Laura Painton Swiler, Anthony A. Giunta, T Krishnamurthy

Conference Paper – 2005 Conference Paper 2005

Calibration Under Uncertainty

Laura Painton Swiler, Timothy G. Trucano

https://www.osti.gov/search/identifier:1143309

SAND Report – 2005 SAND Report 2005

Treatment Of Model Uncertainty In Model Calibration

Probabilistic Mechanics Conference 2004

Timothy G. Trucano, Laura Painton Swiler

Conference Paper – 2004 Conference Paper 2004

Calibration, Validation, and Sensitivity Analysis: What's What and Who Cares?

4th International Conference on Sensitivity Analysis of Model Output - Invited Presentation

Timothy G. Trucano, Laura Painton Swiler

Conference Paper – 2004 Conference Paper 2004

Consequence Analysis in Predictive Health Monitoring Systems

Psam 6

Paul E. Dodd, Bruce M. Thompson, Laura Painton Swiler, Bruce M. Thompson

Other Publication – 2002 Other Publication 2002

Consequence Analysis in Predictive Health Monitoring Systems

International Association of Probabilistic Safety Assessment and Management (IAPSAM)-6

Paul E. Dodd, Bruce M. Thompson, Laura Painton Swiler, Bruce M. Thompson

Conference Paper – 2002 Conference Paper 2002

Construction of Response Surfaces Based on Progressive-Lattice-Sampling Experimental Designs, with Application to Reliability Problems

Structural Safety Journal

Vicente J. Romero, Laura Painton Swiler, Anthony A. Giunta

Journal Article – 2001 Journal Article 2001

Attack Graph Generation Tool

DISCEX (DARPA Information Survivability Conference and Exposition)

Laura Painton Swiler, Cynthia Ann Phillips, David E. Ellis, Stefan Yen Chakerian, Cynthia Ann Phillips

Conference Paper – 2001 Conference Paper 2001
Document Title Type Year
Results 376–400 of 402