Publications

Moran, S.P., Johnson, K.L., Foulk, J.W., To, A., Paudel, B., & Paudel, B. (2024). Compensating for Sintering Distortion in Additively Manufactured Shaped Charge Liners using Physics-Informed Machine Learning. 10.2172/2430184

White, B.C., Fitzgerald, K.M., Smith, R.G., Niederhaus, J.H.J., Johnson, K.L., Boyce, B.L., Dye, J.A., & Dye, J.A. (2024). Structural metamaterials with innate capacitive and resistive sensing. Journal of Materials Science, 59(32), pp. 15469-15490. 10.1007/s10853-024-10097-6

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

Polonsky, A.T., Johnson, K.L., Massey, C.E., Huynh, N.U., Griego, J.J.M., Noell, P., Heckman, N.M., Ivanoff, T., & Ivanoff, T. (2024). Leveraging 3D Characterization for Mechanical Modeling of Failure in AM Metals [Presentation]. 10.2172/2585199

Polonsky, A.T., Deitz, J.I., Lim, H., Noell, P., Melia, M.A., Johnson, K.L., Renner, P., Escarcega-Herrera, K., Jauregui, L., Cummings, D.P., & Cummings, D.P. (2024). Applications of 3D EBSD for understanding complex microstructures [Conference Presentation]. 10.2172/2585001

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

Moser, D.R., Aragon, N., Cleaves, H.L., Heiden, M.J., Horner, J.S., Johnson, K.L., Martinez, M., Rezwan, A.A., Rodgers, T.M., Saiz, D.J., Stender, M., & Stender, M. (2023). Uncertainty quantification for quantitative validation of laser powder bed fusion process outcomes [Conference Presentation]. 10.2172/2430566

Garland, A., Cillessen, D., Fitzgerald, K.M., Johnson, K.L., Boyce, B.L., Carroll, J.D., & Carroll, J.D. (2023). PRISM: Process Parameter Optimization for Selective Manufacturing [Conference Presentation]. 10.2172/2430729

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 Presentation]. 10.2172/2431001

Fitzgerald, K.M., Garland, A., Bianco, N.R., Carroll, J.D., Cillessen, D., Johnson, K.L., Jones, R.E., & Jones, R.E. (2023). High Throughput Material Property Characterization of Additively Manufactured Kovar [Conference Presentation]. 10.2172/2584791

Fuhg, J.N., Hamel, C., Johnson, K.L., Jones, R.E., Bouklas, N., & Bouklas, N. (2023). Modular machine learning-based elastoplasticity: Generalization in the context of limited data. Computer Methods in Applied Mechanics and Engineering, 407(N/A). 10.1016/j.cma.2023.115930

Adamczyk, J.M., Susan, D.F., Monson, T., Birchall, S.E., Whetten, S.R., Wilson, M.A., Johnson, K.L., Pegues, J.W., Barrick, E.J., Kustas, A.B., & Kustas, A.B. (2023). Laser beam directed energy deposition of high-Si content Fe-Si soft magnetic alloys [Conference Presentation]. 10.2172/2431700

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 Presentation]. 10.2172/2431669

Moser, D.R., Aragon, N., Cleaves, H.L., Heiden, M.J., Horner, J.S., Johnson, K.L., Martinez, M., Rezwan, A.A., Rodgers, T.M., Saiz, D.J., Stender, M., & Stender, M. (2023). Quantification of Uncertainties in Metal Additive Manufacturing Processes in Support of Qualification [Conference Presentation]. 10.2172/2431670

Noell, P., Polonsky, A.T., Pham, B., Johnson, K.L., Seede, R., Lim, H., Vaughan, M.W., & Vaughan, M.W. (2023). Damage evolution in Al alloys assessed via X-ray computed tomography and crystallographic orientation data [Conference Presentation]. 10.2172/2431713

Moser, D.R., Aragon, N., Cleaves, H.L., Heiden, M.J., Johnson, K.L., Martinez, M., Rezwan, A.A., Rodgers, T.M., Saiz, D.J., Stender, M., & Stender, M. (2022). Model-based quantification of uncertainties in metal additive manufacturing [Conference Presentation]. 10.2172/2006124

Rodgers, T.M., Abdeljawad, F.F., Moore, R.D., Bishop, J.E., Johnson, K.L., Lim, H., Madison, J., Mitchell, J.A., Moser, D.R., Tikare, V., Trageser, J., Rezwan, A.A., Aragon, N., Brown, J.A., & Brown, J.A. (2022). Simulating additive manufacturing with SPPARKS - process modeling for realistic 3D microstructures [Conference Presentation]. 10.2172/2005996

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 Presentation]. 10.2172/2005429

Ivanoff, T., Heckman, N.M., Polonsky, A.T., Johnson, K.L., & Johnson, K.L. (2022). Regional Mechanical Performance and the Effects of Surface Defects in AM Al-10Si-Mg [Conference Presentation]. 10.2172/2005417

Jones, R.E., Frankel, A., Safta, C., Johnson, K.L., & Johnson, K.L. (2022). Machine learning constitutive models of inelastic materials with microstructure [Conference Presentation]. 10.2172/2005458

Fowler, J.E., Johnson, K.L., Cillessen, D., Carroll, J.D., Ruggles, T., Jauregui, L., Williams, S.M., Callaway, R., Profazi, C.A., & Profazi, C.A. (2022). A New Paradigm in Metal Surface Preparation for High-Throughput Materials Characterization [Conference Presentation]. 10.2172/2005711

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 Presentation]. 10.2172/2005272

Moser, D.R., Cleaves, H.L., Heiden, M.J., Johnson, K.L., Martinez, M., Rodgers, T.M., Saiz, D.J., Stender, M., & Stender, M. (2022). Towards tractable, fully time-resolved simulations of engineering scale parts built using the laser powder bed fusion process [Conference Presentation]. 10.2172/2004217

Trageser, J., Mitchell, J.A., Johnson, K.L., & Johnson, K.L. (2022). Employing a Bezier curve model for simulating microstructure generation during the AM process [Conference Presentation]. 10.2172/2004045

Jones, R.E., Frankel, A., Safta, C., Johnson, K.L., & Johnson, K.L. (2022). Machine learning constitutive models of inelastic materials with microstructure [Conference Presentation]. 10.2172/2004068