Publications

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Comparing reproduced cyber experimentation studies across different emulation testbeds

Cyber Security Experimentation and Test Workshop

Thomas D. Tarman, Laura Painton Swiler, Gerardo Cruz, Eric D. Vugrin, Trevor Rollins, Hao Huang, Abhijeet Sahu, Patrick Wlazlo, Ana Goulart, Kate Davis

https://www.osti.gov/search/identifier:1876709

Conference Proceeding – 2021 Conference Proceeding 2021

Uncertainty quantification in cyber experimentation

CSET 2021 - 14th Cyber Security Experimentation and Test (CSET) Workshop

Michael Stickland, Justin Ding-Yuan Li, Thomas D. Tarman, Laura Painton Swiler

https://www.osti.gov/search/identifier:1867999

Conference Paper – 2021 Conference Paper 2021

Sensitivity Analysis for the Latest Crystalline Reference Case

DOE Spent Fuel and Waste Disposition Annual Program Meeting (virtual)

Laura Painton Swiler

https://www.osti.gov/search/identifier:1868007

Presentation (non-conference) – 2021 Presentation (non-conference) 2021

GP and PCE surrogate models for estimation of sensitivity indices

Spent Fuel and Waste Disposition Annual Program Meeting (virtual)

Laura Painton Swiler, Dusty Marie Brooks

https://www.osti.gov/search/identifier:1868008

Presentation (non-conference) – 2021 Presentation (non-conference) 2021

Comparing reproduced cyber experimentation studies across different emulation testbeds

Cyber Security Experimentation and Test Workshop

Thomas D. Tarman, Laura Painton Swiler, Gerardo Cruz, Eric D. Vugrin, Trevor Rollins, Hao Huang, Abhijeet Sahu, Patrick Wlazlo, Ana Goulart, Kate Davis

https://www.osti.gov/search/identifier:1867995

Conference Paper – 2021 Conference Paper 2021

Mechanics of Materials Utilizing Machine Learning: Examples at Sandia National Laboratories

Society of Experimental Mechanics Annual Conference 2021 - Virtual

Sharlotte LorraineBolyard Kramer, Dan Stefan Bolintineanu, Kevin Nicholas Long, Craig Hamel, Ari Louis Frankel, Reese E. Jones, Scott A Roberts, Laura Painton Swiler, Kyle Johnson

https://www.osti.gov/search/identifier:1867564

Conference Presentation – 2021 Conference Presentation 2021

Statistical Methods used in the Born Qualified LDRD Project

Sandia Seminar Series 3D Characterization Community of Practice, https://wp.sandia.gov/3dccop/seminars/

Laura Painton Swiler

https://www.osti.gov/search/identifier:1863692

Presentation (non-conference) – 2021 Presentation (non-conference) 2021

Epistemic Uncertainty: Computation and Usage

Virtual Conference on Epistemic Uncertainty in Engineering (note this is an online conference

Laura Painton Swiler

https://www.osti.gov/search/identifier:1855744

Conference Presentation – 2021 Conference Presentation 2021

Polynomial Chaos Expansions for Discrete Random Variables in Cyber Security Emulytics Experiments

SIAM Computational Science and Engineering

Bert Debusschere, Gianluca Geraci, John Davis Jakeman, Cosmin Safta, Laura Painton Swiler

https://www.osti.gov/search/identifier:1847628

Conference Presentation – 2021 Conference Presentation 2021

Application of Multifidelity Uncertainty Quantification Methods to a Subsurface Transport Model

SIAM Conference on Computational Science and Engineering (CSE21)

Teresa Portone, Laura Painton Swiler, Gianluca Geraci, Michael S. Eldred

https://www.osti.gov/search/identifier:1847219

Conference Presentation – 2021 Conference Presentation 2021

Constrained Gaussian Processes: A Survey

SIAM Computational Science and Engineering Conference 2021

Laura Painton Swiler, Mamikon Gulian, Ari Louis Frankel, Cosmin Safta, John Davis Jakeman

https://www.osti.gov/search/identifier:1847480

Conference Presentation – 2021 Conference Presentation 2021

Epistemic Uncertainty: Computation and Usage

Virtual Conference on Epistemic Uncertainty in Engineering, University of Liverpool

Laura Painton Swiler

https://www.osti.gov/search/identifier:1845192

Conference Presentation – 2021 Conference Presentation 2021

Multifidelity UQ sampling for stochastic simulations

16th U.S. National Congress on Computational Mechanics

Gianluca Geraci, Laura Painton Swiler, Bert Debusschere

Abstract – 2021 Abstract 2021

Exploration of multifidelity UQ sampling strategies for computer network applications

International Journal for Uncertainty Quantification

Gianluca Geraci, Jonathan Crussell, Laura Painton Swiler, Bert Debusschere

https://www.osti.gov/search/identifier:1765751

Journal Article – 2021 Journal Article 2021

Uncertainty Analysis of a Medical Resource Demand Model

COVID-19 Summit 2

Laura Painton Swiler

https://www.osti.gov/search/identifier:1841815

Presentation (non-conference) – 2021 Presentation (non-conference) 2021

Dakota-NAERM Integration

Laura Painton Swiler, Sarah Newman, Andrea Staid, Emily Barrett

https://www.osti.gov/search/identifier:1762833

SAND Report – 2021 SAND Report 2021

Uncertainty and Sensitivity Analysis Overview

Spent Fuel and Waste Disposition (SFWD) Telecommuting Seminar Series

Laura Painton Swiler

https://www.osti.gov/search/identifier:1840824

Presentation (non-conference) – 2021 Presentation (non-conference) 2021

Model Discrepancy Calibration and Propagation Across Experimental Settings

World Congress on Computational Mechanics

Kathryn Anne Maupin, Laura Painton Swiler

https://www.osti.gov/search/identifier:1833158

Conference Presentation – 2020 Conference Presentation 2020

Mechanics of Materials Utilizing Machine Learning: Examples at Sandia National Laboratories

Society of Experimental Mechanics Annual Conference

Sharlotte LorraineBolyard Kramer, Dan Stefan Bolintineanu, Kevin Nicholas Long, Craig Hamel, Ari Louis Frankel, Reese E. Jones, Scott Alan Roberts, Laura Painton Swiler, Kyle Johnson

Abstract – 2020 Abstract 2020

A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges

Journal of Machine Learning for Modeling and Computing

Laura Painton Swiler, Mamikon Gulian, Ari Louis Frankel, Cosmin Safta, John Davis Jakeman

https://www.osti.gov/search/identifier:1691455

Journal Article – 2020 Journal Article 2020

Sensitivity and Uncertainty Analysis of Generator Failures under Extreme Temperature Scenarios in Power Systems

Benjamin Freixas Emery, Andrea Staid, Laura Painton Swiler

https://www.osti.gov/search/identifier:1808746

SAND Report – 2020 SAND Report 2020

Advances in Uncertainty and Sensitivity Analysis Methods and Applications in GDSA Framework

Laura Painton Swiler, Eduardo Basurto, Dusty Marie Brooks, Aubrey Celia Eckert, Paul Mariner, Teresa Portone, Emily Stein

https://www.osti.gov/search/identifier:1671381

Report – 2020 Report 2020

Advances in GDSA Framework Development and Process Model Integration

Paul Mariner, Michael Anthony Nole, Eduardo Basurto, Timothy M. Berg, Kyung Won Chang, Bert Debusschere, Aubrey Celia Eckert, Mohamed Salah Ebeida, Michael Benjamin Gross, Glenn Hammond, Jacob Harvey, Spencer Holloran Jordan, Kristopher L Kuhlman, Tara LaForce, Rosemary Claire Leone, William C. McLendon, Melissa Marie Mills, Heeho Daniel Park, Frank Vinton Perry, Alex Salazar, Daniel Thomas Seidl, Sevougian David, Emily Stein, Laura Painton Swiler

https://www.osti.gov/search/identifier:1671380

Report – 2020 Report 2020

Time Series Dimension Reduction for Surrogate Models of Port Scanning Cyber Emulations

Erin Acquesta, Laura Painton Swiler, Ali Pinar

https://www.osti.gov/search/identifier:1673455

SAND Report – 2020 SAND Report 2020

Polynomial Chaos Expansions for Discrete Random Variables in Cyber Security Emulytics Experiments

Siam Conference on Computational Science and Engineering

Bert Debusschere, Gianluca Geraci, John Davis Jakeman, Cosmin Safta, Laura Painton Swiler

Abstract – 2020 Abstract 2020
Document Title Type Year
Results 51–75 of 402