Publications

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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