Publications

Newcomer, J.T. (2023). Large Language Models and their Impact on the Statistics Profession [Conference Presentation]. 10.2172/2430466

Kramer, S.L.B., Bolintineanu, D.S., Long, K.N., Waymel, R., Quintana, E.C., Jones, R.E., Roberts, S.A., Newcomer, J.T., Stracuzzi, D.J., Swiler, L.P., & Swiler, L.P. (2019). Mechanics of Materials Utilizing Machine Learning: Examples at Sandia National Laboratories [Conference Poster]. https://www.osti.gov/biblio/1643105

Newcomer, J.T. (2019). An Overview of Machine Learning for Scientific and High Performance Computing at Sandia [Presentation]. https://www.osti.gov/biblio/1645506

Newcomer, J.T. (2019). An Overview of AI & ML for Scientific and High Performance Computing at Sandia [Presentation]. https://www.osti.gov/biblio/1644864

Pitcher, N., Roesler, A., Quach, T.T., Stracuzzi, D.J., Rothganger, F., Newcomer, J.T., & Newcomer, J.T. (2018). NM Research Spotlight Forum Presentations [Presentation]. https://www.osti.gov/biblio/1643846

Newcomer, J.T. (2018). ML & AI Investments in the Computing and Information Science (CIS) Research Foundation [Conference Poster]. https://www.osti.gov/biblio/1596212

Hund, L., Campbell, D.L., Newcomer, J.T., & Newcomer, J.T. (2017). Statistical guidance for setting product specification limits [Conference Poster]. Proceedings - Annual Reliability and Maintainability Symposium. 10.1109/RAM.2017.7889664

Newcomer, J.T., Bierbaum, R.L., & Bierbaum, R.L. (2017). A framework and taxonomy for the design and analysis of margins [Conference Poster]. Proceedings - Annual Reliability and Maintainability Symposium. 10.1109/RAM.2017.7889751

Hund, L., Campbell, D.L., Newcomer, J.T., & Newcomer, J.T. (2016). Statistical Guidance For Setting Product Specification Limits [Conference Poster]. 10.1109/RAM.2017.7889664

Hund, L., Campbell, D.L., Newcomer, J.T., & Newcomer, J.T. (2016). A Margin-Based Framework For Setting Product Specification Limits [Conference Poster]. https://www.osti.gov/biblio/1374000

Newcomer, J.T. (2016). Design and Analysis of Margin Testing at Sandia [Conference Poster]. https://www.osti.gov/biblio/1365078

Newcomer, J.T., Rodriguez, K.E., & Rodriguez, K.E. (2014). A Margin Based Approach to Determining Sample Size via Tolerance Intervals [Conference]. https://www.osti.gov/biblio/1140421

Newcomer, J.T., Rodriguez, K.E., & Rodriguez, K.E. (2013). A margin based approach to determining sample sizes via tolerance bounds. 10.2172/1096258

Newcomer, J.T. (2013). A Tolerance Interval Approach for Physical Simulation Quantification of Margins and Uncertainties [Conference]. https://www.osti.gov/biblio/1115050

Bierbaum, R.L., Newcomer, J.T., Thomas, E.V., Rutherford, B., Diegert, K.V., & Diegert, K.V. (2012). Standardizing methods for QMU in NW applications [Conference]. https://www.osti.gov/biblio/1055925

Newcomer, J.T. (2012). A new approach to quantification of margins and uncertainties for physical simulation data. 10.2172/1055920

Bierbaum, R.L., Newcomer, J.T., & Newcomer, J.T. (2012). Developing a statistical handbook for quantification of margins and uncertainties (QMU) in engineering applications [Conference]. https://www.osti.gov/biblio/1055874

Newcomer, J.T., Fitchett, S., & Fitchett, S. (2012). Transfer function model-assisted probability of detection for lap joint multi site damage detection [Conference]. AIP Conference Proceedings. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84863622573&origin=inward

Romero, V.J., Rutherford, B., Newcomer, J.T., & Newcomer, J.T. (2011). Some statistical procedures to refine estimates of uncertainty when sparse data are available for model validation and calibration [Conference]. Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84872478990&origin=inward

Newcomer, J.T., Fitchett, S., & Fitchett, S. (2011). Reliability of Emerging NDI for Metal Airplane Fuselage Structural Integrity [Conference]. https://www.osti.gov/biblio/1119764

Romero, V.J., Rutherford, B., Newcomer, J.T., & Newcomer, J.T. (2011). Some Statistical Procedures to Refine Estimates of Uncertainty when Sparse Data are Available [Conference]. https://www.osti.gov/biblio/1108483

Newcomer, J.T. (2010). Survey of transport airplane structural repairs and alterations : field survey preliminary results [Conference]. https://www.osti.gov/biblio/1012723