Publications

Menhorn, F., Geraci, G., Seidl, D.T., Eldred, M., King, R., Bungartz, H., Marzouk, Y., & Marzouk, Y. (2021). Multilevel Estimators for Measures of Robustness in Optimization under Uncertainty [Conference Presentation]. 10.2172/1881729

Jakeman, J.D., Eldred, M., Geraci, G., Portone, T., Rushdi, A., Seidl, D.T., Smith, T.M., & Smith, T.M. (2021). Multi-fidelity Machine Learning [Conference Presentation]. 10.2172/1876608

Foulk, J.W., Maniaci, D.C., Geraci, G., Seidl, D.T., Herges, T., Brown, K.A., Cutler, J.J., & Cutler, J.J. (2021). Application of Multifidelity Uncertainty Quantification Towards Multi-turbine Interaction and Wake Characterization [Conference Presentation]. 10.2172/1870979

Berg, T.M., Mariner, P., Debusschere, B., Seidl, D.T., Leone, R.C., Chang, K.W., & Chang, K.W. (2021). Machine Learning Surrogates for the Fuel Matrix Degradation Model [Presentation]. https://www.osti.gov/biblio/1869760

Berg, T.M., Chang, K.W., Leone, R.C., Seidl, D.T., Mariner, P., Debusschere, B., & Debusschere, B. (2021). Surrogate Modeling of Spent Fuel Degradation for Repository Performance Assessment [Conference Presentation]. 10.2172/1854307

Fayad, S.S., Jones, E.M.C., Reu, P.L., Seidl, D.T., Lambros, J., & Lambros, J. (2021). Sensitivity-Based Simultaneous Experimentation and Calibration of Complex Elasto-Plastic Models [Conference Proceeding]. https://www.osti.gov/biblio/1847583

Menhorn, F., Geraci, G., Seidl, D.T., Eldred, M., King, R., Bungartz, H., Marzouk, Y., & Marzouk, Y. (2021). Multifidelity Monte Carlo Estimators for Robust Formulations in Optimization under Uncertainty [Conference Presentation]. 10.2172/1847580

Menhorn, F., Geraci, G., Seidl, D.T., Eldred, M., King, R., Bungartz, H., Marzouk, Y., & Marzouk, Y. (2020). Multifidelity strategies for optimization under uncertainty of wind power plants [Conference Presentation]. 10.2172/1836901

Mariner, P., Nole, M.A., Basurto, E., Berg, T.M., Chang, K.W., Debusschere, B., Eckert, A., Ebeida, M., Gross, M., Hammond, G., Harvey, J.A., Jordan, S.H., Kuhlman, K.L., Laforce, T.C., Leone, R.C., McLendon, W., Mills, M.M., Park, H.D., Foulk, J.W., … Swiler, L.P. (2020). Advances in GDSA Framework Development and Process Model Integration. 10.2172/1671380

Mariner, P., Berg, T.M., Chang, K.W., Debusschere, B., Leone, R.C., Seidl, D.T., & Seidl, D.T. (2020). Surrogate Model Development of Spent Fuel Degradation for Repository Performance Assessment. 10.2172/1673178

Seidl, D.T., Granzow, B.N., & Granzow, B.N. (2020). Elastoplastic Constitutive Model Calibration with Automatic Differentiation-based Sensitivities [Conference Presentation]. 10.2172/1830965

Seidl, D.T., Song, D., Oberai, A.A., & Oberai, A.A. (2020). Three-dimensional traction microscopy accounting for cell-induced matrix degradation. Computer Methods in Applied Mechanics and Engineering, 364(C). 10.1016/j.cma.2020.112935

Adams, B.M., Bohnhoff, W.J., Dalbey, K., Ebeida, M., Eddy, J.P., Eldred, M., Hooper, R., Hough, P.D., Hu, K., Jakeman, J.D., Khalil, M., Maupin, K.A., Monschke, J.A., Ridgway, E.M., Rushdi, A., Seidl, D.T., Stephens, J.A., Swiler, L.P., Winokur, J., & Winokur, J. (2020). Dakota, A Multilevel Parallel Object-Oriented Framework for Design Optimization Parameter Estimation Uncertainty Quantification and Sensitivity Analysis: Version 6.12 User's Manual. 10.2172/1630694

Dalbey, K., Eldred, M., Geraci, G., Jakeman, J.D., Maupin, K.A., Monschke, J.A., Seidl, D.T., Swiler, L.P., Foulk, J.W., Menhorn, F., Zeng, X., & Zeng, X. (2020). Dakota A Multilevel Parallel Object-Oriented Framework for Design Optimization Parameter Estimation Uncertainty Quantification and Sensitivity Analysis: Version 6.12 Theory Manual. 10.2172/1630693

Maniaci, D.C., Foulk, J.W., Geraci, G., Seidl, D.T., Herges, T.G., Eldred, M., Blaylo, M.L., Houchens, B.C., & Houchens, B.C. (2020). Verification Validation and Uncertainty Quantification (V&V/UQ) of Wind Plant Models Project Overview of FY20 Q2 Milestone Completion: Wind Uncertainty Quantification Session and Publications [Presentation]. https://www.osti.gov/biblio/1778659

Fayad, S.S., Seidl, D.T., Reu, P.L., & Reu, P.L. (2020). Spatial DIC Errors due to Pattern-Induced Bias and Grey Level Discretization. Experimental Mechanics, 60(2), pp. 249-263. 10.1007/s11340-019-00553-9

Mariner, P., Debusschere, B., Hammond, G.E., Seidl, D.T., Laura, S., Vo, J., & Vo, J. (2019). Surrogate Modeling of Spatially Heterogeneous Source Terms for Probabilistic Assessment of Repository Performance [Conference Poster]. https://www.osti.gov/biblio/1763614

Foulk, J.W., Maniaci, D.C., Herges, T., Geraci, G., Seidl, D.T., Eldred, M., Blaylock, M.L., Houchens, B.C., & Houchens, B.C. (2019). Multilevel Uncertainty Quantification Using CFD and OpenFAST Simulations of the SWiFT Facility [Conference Poster]. 10.2514/6.2020-1949

Seidl, D.T., Oberai, A.A., Barbone, P.E., & Barbone, P.E. (2019). The Coupled Adjoint-State Equation in forward and inverse linear elasticity: Incompressible plane stress. Computer Methods in Applied Mechanics and Engineering, 357(C). 10.1016/j.cma.2019.112588

Friedrich, M., Geraci, G., Seidl, D.T., Eldred, M., Ryan, R., Hans-Joachim, B., Youssef, M., & Youssef, M. (2019). Higher moment multilevel estimators for optimization under uncertainty applied to wind plant design [Conference Poster]. https://www.osti.gov/biblio/1643359

Mariner, P., Debusschere, B., Jerden, J., Seidl, D.T., Swiler, L.P., Vo, J., & Vo, J. (2019). Lessons Learned in the Development of Source Term Surrogate Models for Repository Performance Assessment [Conference Poster]. https://www.osti.gov/biblio/1643084

Fayad, S.S., Seidl, D.T., Reu, P.L., & Reu, P.L. (2019). Minimizing Pattern Induced Bias in Digital Image Correlation [Conference Poster]. https://www.osti.gov/biblio/1642830

Mariner, P., Connolly, L.A., Cunningham, L., Debusschere, B., Dobson, D.C., Frederick, J.M., Hammond, G.E., Jordan, S.H., Laforce, T.C., Nole, M.A., Park, H.D., Foulk, J.W., Rogers, R., Seidl, D.T., Sevougian, S.D., Stein, E., Swift, P., Swiler, L.P., Vo, J., Wallace, M., & Wallace, M. (2019). Progress in Deep Geologic Disposal Safety Assessment in the U.S. since 2010. 10.2172/1570094

Eldred, M., Geraci, G., Seidl, D.T., Menhorn, F., King, R., Herges, T., Foulk, J.W., Maniaci, D.C., & Maniaci, D.C. (2019). Milestone: Develop multilevel emulator-based Bayesian inference capabilities and demonstrate data assimilation for SWiFT configuration [Presentation]. https://www.osti.gov/biblio/1646013

Mariner, P., Swiler, L.P., Seidl, D.T., Vo, J., & Vo, J. (2019). Lessons Learned in the Development of Source Term Surrogate Models for Repository Performance Assessment [Conference Poster]. https://www.osti.gov/biblio/1640670