Publications

Lim, H., Noell, P., Polonsky, A.T., Emery, J.M., Johnson, K.L., & Johnson, K.L. (2024). Investigating evolution of voids in Al2219 using 3D characterization and crystal plasticity simulations [Presentation]. 10.2172/2586088

Garbrecht, K., Birky, D., Lester, B.T., Emery, J.M., Hochhalter, J., & Hochhalter, J. (2023). Complementing a continuum thermodynamic approach to constitutive modeling with symbolic regression. Journal of the Mechanics and Physics of Solids, 181(1). 10.1016/j.jmps.2023.105472

Johnson, K.L., Noell, P., Lim, H., Buarque de MacEdo, R., Maestas, D., Polonsky, A.T., Emery, J.M., Pant, A., Vaughan, M.W., Martinez, C., Potter, K.M., Solano, J., Foulk, J.W., & Foulk, J.W. (2023). Predicting Failure Using Deep Learning SAND Report. 10.2172/2430205

Garbrecht, K., Emery, J.M., Alleman, C., Lester, B.T., Bomarito, G., Buche, M.R., Hochhalter, J.D., & Hochhalter, J.D. (2023). Uncertainty Quantification for Interpretable Constitutive Models using Genetic Programming based Symbolic Regression [Conference Presenation]. 10.2172/2430652

Emery, J.M., Buche, M.R., Su, A.M., Alleman, C., Bomarito, G., Hochhalter, J.D., & Hochhalter, J.D. (2023). Genetic programming for interpretable, data-driven continuum damage models [Conference Presenation]. 10.2172/2430528

Strauss, N., Oh, H., Bomarito, G.F., Leser, P.E., Hochhalter, J.D., Emery, J.M., Robbins, J., & Robbins, J. (2023). Mitigating Overfitting in Interpretable Machine Learning Using Bayesian Methods​ [Conference Presenation]. 10.2172/2430590

Buche, M.R., Veilleux, M.G., Emery, J.M., Wagman, E.B., Mota, A., Foulk, J.W., & Foulk, J.W. (2023). Developing a composite wedge localization element [Conference Presenation]. 10.2172/2430600

Kramer, S.L.B., Ivanoff, T., Jones, A.R., Corona, E., Karlson, K.N., Stershic, A.J., Talamini, B., Grimmer, P.W., Lester, B.T., Emery, J.M., Johnson, K.L., Neilsen, M.K., Scherzinger, W.M., Hubbard, N.B., Sanborn, B., & Sanborn, B. (2023). The Fourth Sandia Fracture Challenge: Predicting Puncture In A Metal Structure [Conference Presenation]. 10.2172/2431001

Emery, J.M., Grimmer, P.W., Foulk, J.W., san Marchi, C., Ronevich, J., & Ronevich, J. (2023). Fatigue Design Sensitivities of Stationary Type-2 High-Pressure Hydrogen Vessels [Conference Presenation]. 10.2172/2430920

Polonsky, A.T., Noell, P., Deitz, J.I., Lim, H., Emery, J.M., Johnson, K.L., & Johnson, K.L. (2023). Understanding Deformation Behavior in an Al Alloy via Multimodal 3D Characterization [Conference Presenation]. 10.2172/2431669

Birky, D.K., Strauss, N., Hochhalter, J.D., Emery, J.M., Alleman, C., Buche, M.R., & Buche, M.R. (2022). Interpretable machine learning for uncertain, microstructure-dependent constitutive models [Conference Presenation]. 10.2172/2432125

Casias, Z., Laursen, C.M., Noell, P., Emery, J.M., & Emery, J.M. (2022). Fatigue Behavior Of Additively Manufactured Ti-5553 (and Ti-6Al-4V) [Conference Presenation]. 10.2172/2006417

Buche, M.R., Su, A.M., Narang, H., Emery, J.M., Holchhalter, J.D., Bomarito, G.F., Alleman, C., & Alleman, C. (2022). Genetic programming for interpretable, data-driven continuum damage models [Conference Presenation]. 10.2172/2005385

Lim, H., Noell, P., Seede, R., Emery, J.M., Johnson, K.L., & Johnson, K.L. (2022). Investigating effects of particles and voids in plastic deformation of Al6061 using finite element simulations [Conference Presenation]. 10.2172/2005429

Ivanoff, T., Kramer, S.L.B., Polonsky, A.T., Emery, J.M., Hamel, C., Jones, E.M.C., Corona, E., Jones, A.R., & Jones, A.R. (2022). Data Stewardship and Validation Methods for Mechanics of Materials at Sandia [Conference Presenation]. 10.2172/2005705

Lim, H., Noell, P., Raiyan, S., Emery, J.M., Johnson, K.L., & Johnson, K.L. (2022). Crystal plasticity and micro-CT characterization of voids in plastic deformation of Al6061 [Conference Presenation]. 10.2172/2005272

Laursen, C.M., Casias, Z., Kramer, S.L.B., Carroll, J.D., Pegues, J.W., Cillessen, D., Emery, J.M., & Emery, J.M. (2022). The effect of surface skin on tensile fatigue-life behavior in laser powder bed fusion Ti-6V-4Al [Conference Presenation]. 10.2172/2003597

Birky, D.K., Garbrecht, K., Randall, D., Emery, J.M., Alleman, C., Lester, B.T., Hochhalter, J., & Hochhalter, J. (2022). Physics-informed Machine Learning for Development of Interpretable, Improved Material Damage Models [Conference Presenation]. 10.2172/2003756

Emery, J.M., Grimmer, P.W., Foulk, J.W., san Marchi, C., Ronevich, J., & Ronevich, J. (2022). FATIGUE DESIGN SENSITIVITIES OF STATIONARY TYPE 2 HIGH-PRESSURE HYDROGEN VESSELS [Conference Proceeding]. 10.1115/PVP2022-83904

Johnson, K.L., Laursen, C.M., Polonsky, A.T., Carroll, J.D., Emery, J.M., Kramer, S.L.B., & Kramer, S.L.B. (2022). Capturing Deformation Mechanisms in Additively Manufactured Parts through High-fidelity Modeling and Computed Tomography [Conference Presenation]. 10.2172/2001938

Birky, D., Zamora, J., Emery, J.M., Alleman, C., Lester, B.T., Hochhalter, J., & Hochhalter, J. (2022). A Data-driven Approach for Improving the Existing Gurson Material Damage Model Using Genetic Programming for Symbolic Regression [Conference Presenation]. 10.2172/2001892

Emery, J.M., Grimmer, P.W., Foulk, J.W., san Marchi, C., Ronevich, J., & Ronevich, J. (2022). FATIGUE DESIGN SENSITIVITIES of STATIONARY TYPE 2 HIGH-PRESSURE HYDROGEN VESSELS [Conference Presenation]. American Society of Mechanical Engineers, Pressure Vessels and Piping Division (Publication) PVP. 10.2172/2003108

Wheeler, R.W., Ronevich, J., san Marchi, C., Grimmer, P.W., Emery, J.M., & Emery, J.M. (2022). DEVELOPMENT of C-RING GEOMETRY to EXPLORE FATIGUE CRACK EXTENSION and VERIFICATION in HIGH-PRESSURE VESSELS [Conference Presenation]. American Society of Mechanical Engineers, Pressure Vessels and Piping Division (Publication) PVP. 10.2172/2003098

Oldfield, R., Kramer, S.L.B., Rushdi, A., Foulk, J.W., Emery, J.M., Kuberry, P., Ray, J., Ackerman, S., Cyr, E.C., Saavedra, G., Hughes, C., Cardwell, S.G., Smith, J.D., & Smith, J.D. (2021). The ASC Advanced Machine Learning Initiative at Sandia National Laboratories: FY21 Accomplishments and FY22 Plans [Presentation]. https://www.osti.gov/biblio/1895016

Grutzik, S.J., Emery, J.M., Appelhans, L., Moore, C., Subia, S.R., & Subia, S.R. (2021). Multi-physics prediction of dielectric breakdown with a defect tolerant mindset [Presentation]. https://www.osti.gov/biblio/1888671