Publications

Advanced Search

Results 1–25 of 32

Scope

Center for Computing Research

All Sandia Publications

Publication Type

Author

Funding Source

Current Filters Clear all

Remove author filter×

Publication	Type	Year
Reinforcement learning for material calibration via kalman filter estimation USACM Thematic Conference on Uncertainty Quantification for Machine Learning Integrated Physics Modeling Ruben Villarreal, Thomas Anthony Catanach, Reese E. Jones, Nathaniel Albert Trask, Sharlotte LorraineBolyard Kramer, Nikolaos Vlassis N., WaiChing Sun	Abstract – 2022 Abstract	2022
The ASC Advanced Machine Learning Initiative at Sandia National Laboratories: FY21 Accomplishments and FY22 Plans ASC AMLI Program Review Ron A. Oldfield, Sharlotte LorraineBolyard Kramer, Ahmad Rushdi, Erin Acquesta, John M Emery, Paul Allen Kuberry, Jaideep Ray, Sarah Ackerman, Eric Christopher Cyr, Gary Joseph Saavedra, Clayton Hughes, Suma George Cardwell, John Darby Smith	Presentation (non-conference) – 2021 Presentation (non-conference)	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
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
Mechanics of Materials Utilizing Machine Learning: Examples at Sandia National Laboratories NSF Workshop on Applications of Machine Learning to Experimental Mechanics and Materials Sharlotte LorraineBolyard Kramer, Dan Stefan Bolintineanu, Kevin Nicholas Long, Robert Waymel, Enrico C. Quintana, Reese E. Jones, Scott Alan Roberts, Justin T Newcomer, David John Stracuzzi, Laura Painton Swiler https://www.osti.gov/search/identifier:1643105	Conference Paper – 2019 Conference Paper	2019
Investigations of Advanced Materials: Additively Manufactured Metals, Thermal Spray Coatings and Explosive Welding Los Alamos National Laboratory Postdoc Research Symposium Thomas Ivanoff, Jonathan D Madison, John A. Mitchell, Sharlotte LorraineBolyard Kramer, Olivia De'Haven Underwood Jackson, Daryl Dagel, Bradley Howell Jared, Lisa Anne Deibler	Abstract – 2019 Abstract	2019
Three-dimensional Characterization of AM Porosity and Correlation to Mechanical Performance Sandia National Laboratories 12th Annual Postdoctoral Technical Showcase Thomas Ivanoff, Jonathan D Madison, Sharlotte LorraineBolyard Kramer, Laura Painton Swiler, Bradley Howell Jared https://www.osti.gov/search/identifier:1806907	Display or Poster (non-conference) – 2018 Display or Poster (non-conference)	2018
High-throughput Material Characterization using the Virtual Fields Method Elizabeth M. C. Jones, Jay D. Carroll, Kyle N. Karlson, Sharlotte LorraineBolyard Kramer, Richard B. Lehoucq, Phillip L. Reu, Daniel Thomas Seidl, Daniel Z. Turner https://www.osti.gov/search/identifier:1474817	SAND Report – 2018 SAND Report	2018
Parameter Covariance and Non-Uniqueness in Material Model Calibration using the Virtual Fields Method Computational Materials Science Elizabeth M. C. Jones, Jay D. Carroll, Kyle N. Karlson, Sharlotte LorraineBolyard Kramer, Richard B. Lehoucq, Phillip L. Reu, Daniel Z. Turner https://www.osti.gov/search/identifier:1457518	Journal Article – 2018 Journal Article	2018
Optimal Mechanical Testing for Constitutive Parameter Identification Society for Experimental Mechanics Annual Conference and Exposition Elizabeth M. C. Jones, Daniel Z. Turner, Kyle N. Karlson, Sharlotte LorraineBolyard Kramer, Jay D. Carroll, Phillip L. Reu https://www.osti.gov/search/identifier:1524965	Conference Paper – 2018 Conference Paper	2018
Comparison of Material Model Calibration using Tenile Dog Bones versus the Virtual Fields Method Society for Experimental Mechanics Elizabeth M. C. Jones, Jay D. Carroll, Kyle N. Karlson, Sharlotte LorraineBolyard Kramer, Richard B. Lehoucq, Phillip L. Reu, Daniel Z. Turner https://www.osti.gov/search/identifier:1524825	Conference Paper – 2018 Conference Paper	2018
Data analysis of heterogeneous materials: applications to energetic materials and polymer foams Engineering Sciences Research Foundations External Review Dan Stefan Bolintineanu, Jeremy B. Lechman, Stephen D Bond, Cole Yarrington, Robert Knepper, Sharlotte LorraineBolyard Kramer, Robert Waymel, Enrico C. Quintana, Kevin Nicholas Long https://www.osti.gov/search/identifier:1504826	Conference Paper – 2018 Conference Paper	2018
Data analysis of heterogeneous materials: applications to energetic materials and polymer foams Engineering Sciences Research Foundations External Review Board - Poster Session Dan Stefan Bolintineanu, Jeremy B. Lechman, Stephen D Bond, Cole Yarrington, Robert Knepper, Sharlotte LorraineBolyard Kramer, Enrico C. Quintana, Kevin Nicholas Long	Abstract – 2018 Abstract	2018
Comparison of Material Model Calibration using Tenile Dog Bones versus the Virtual Fields Method Society for Experimental Mechanics Elizabeth M. C. Jones, Jay D. Carroll, Kyle N. Karlson, Sharlotte LorraineBolyard Kramer, Richard B. Lehoucq, Phillip L. Reu, Daniel Z. Turner	Abstract – 2018 Abstract	2018
Identification of Viscoplastic Model Parameters for 304L Stainless Steel using the Virtual Fields Method International Digital Image Correlation Society (iDICs) conference Elizabeth M. C. Jones, Jay D. Carroll, Kyle N. Karlson, Sharlotte LorraineBolyard Kramer, Richard B. Lehoucq, Phillip L. Reu, Daniel Z. Turner https://www.osti.gov/search/identifier:1510659	Conference Paper – 2017 Conference Paper	2017
Comparison of Material Model Calibration using Tensile Dog Bones Versus the Virtual Fields Method Society for Experiment Mechanics (SEM) Elizabeth M. C. Jones, Jay D. Carroll, Kyle N. Karlson, Richard B. Lehoucq, Phillip L. Reu, Daniel Z. Turner, Sharlotte LorraineBolyard Kramer	Abstract – 2017 Abstract	2017
Calibration of Viscoplastic Material Models for 304L Stainless Steel using DIC and the Virtual Fields Method International Digital Image Correlation Society (iDICs) conference Elizabeth M. C. Jones, Jay D. Carroll, Kyle N. Karlson, Sharlotte LorraineBolyard Kramer, Richard B. Lehoucq, Phillip L. Reu, Daniel Z. Turner	Abstract – 2017 Abstract	2017
Combining Full-Field Measurements and Inverse Techniques for Smart Material Testing Invited seminar Elizabeth M. C. Jones, Phillip L. Reu, Sharlotte LorraineBolyard Kramer, Kyle N. Karlson, Richard B. Lehoucq, Jay D. Carroll, Daniel Z. Turner https://www.osti.gov/search/identifier:1455344	Presentation (non-conference) – 2017 Presentation (non-conference)	2017
Digital Image Correlation (DIC) ? The development and use of full-field optical measurements Engineering Sciences Review Panel Phillip L. Reu, Daniel Z. Turner, Sharlotte LorraineBolyard Kramer, Jay D. Carroll, Enrico C. Quintana, Elizabeth M. C. Jones, Timothy J. Miller, Anthony Tanbakuchi, Daniel Robert Guildenbecher https://www.osti.gov/search/identifier:1456442	Presentation (non-conference) – 2017 Presentation (non-conference)	2017
Identification of Viscoplastic Model Parameters for 304L Stainless Steel using the Virtual Fields Method Society for Experiment Mechanics (SEM) Elizabeth M. C. Jones, Jay D. Carroll, Kyle N. Karlson, Sharlotte LorraineBolyard Kramer, Richard B. Lehoucq, Phillip L. Reu, Daniel Z. Turner	Abstract – 2017 Abstract	2017
Identifying and Validating Material Models with Non-Unique Parameter Sets International Digital Image Correlation Society Elizabeth M. C. Jones, Phillip L. Reu, Elizabeth M. C. Jones, Jay D. Carroll, Kyle N. Karlson, Sharlotte LorraineBolyard Kramer, Richard B. Lehoucq, Daniel Z. Turner https://www.osti.gov/search/identifier:1410752	Conference Paper – 2016 Conference Paper	2016
A Speckle Patterning Study For Laboratory-Scale DIC Experiments iDICs Conference 2016 Sharlotte LorraineBolyard Kramer, Phillip L. Reu, Daniel Z. Turner, Sarah Bonk https://www.osti.gov/search/identifier:1408942	Conference Paper – 2016 Conference Paper	2016
Utilizing Digital Image Correlation for Improved Validation of Material Models Society for Experimental Mechanics Elizabeth M. C. Jones, Jay D. Carroll, Kyle N. Karlson, Sharlotte LorraineBolyard Kramer, Richard B. Lehoucq, Phillip L. Reu, Daniel Z. Turner	Abstract – 2016 Abstract	2016
Combining Full-Field Measurements and Inverse Techniques for Smart Material Testing Invited seminar Elizabeth M. C. Jones, Jay D. Carroll, Kyle N. Karlson, Sharlotte LorraineBolyard Kramer, Richard B. Lehoucq, Phillip L. Reu, Daniel Z. Turner https://www.osti.gov/search/identifier:1394878	Presentation (non-conference) – 2016 Presentation (non-conference)	2016
Combining Full-Field Measurements and Inverse Techniques for Smart Material Testing International Digital Image Correlation Society Elizabeth M. C. Jones, Phillip L. Reu, Sharlotte LorraineBolyard Kramer, Jay D. Carroll, Daniel Z. Turner, Kyle N. Karlson, Richard B. Lehoucq	Abstract – 2016 Abstract	2016
Document Title	Type	Year

Results 1–25 of 32

Publications

Reinforcement learning for material calibration via kalman filter estimation

The ASC Advanced Machine Learning Initiative at Sandia National Laboratories: FY21 Accomplishments and FY22 Plans

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

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

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

Investigations of Advanced Materials: Additively Manufactured Metals, Thermal Spray Coatings and Explosive Welding

Three-dimensional Characterization of AM Porosity and Correlation to Mechanical Performance

High-throughput Material Characterization using the Virtual Fields Method

Parameter Covariance and Non-Uniqueness in Material Model Calibration using the Virtual Fields Method

Optimal Mechanical Testing for Constitutive Parameter Identification

Comparison of Material Model Calibration using Tenile Dog Bones versus the Virtual Fields Method

Data analysis of heterogeneous materials: applications to energetic materials and polymer foams

Data analysis of heterogeneous materials: applications to energetic materials and polymer foams

Comparison of Material Model Calibration using Tenile Dog Bones versus the Virtual Fields Method

Identification of Viscoplastic Model Parameters for 304L Stainless Steel using the Virtual Fields Method

Comparison of Material Model Calibration using Tensile Dog Bones Versus the Virtual Fields Method

Calibration of Viscoplastic Material Models for 304L Stainless Steel using DIC and the Virtual Fields Method

Combining Full-Field Measurements and Inverse Techniques for Smart Material Testing

Digital Image Correlation (DIC) ? The development and use of full-field optical measurements

Identification of Viscoplastic Model Parameters for 304L Stainless Steel using the Virtual Fields Method

Identifying and Validating Material Models with Non-Unique Parameter Sets

A Speckle Patterning Study For Laboratory-Scale DIC Experiments

Utilizing Digital Image Correlation for Improved Validation of Material Models

Combining Full-Field Measurements and Inverse Techniques for Smart Material Testing

Combining Full-Field Measurements and Inverse Techniques for Smart Material Testing