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Bishop, S.R., Armijo, K.M., Debusschere, B., McDaniel, A.H., Sugar, J.D., Witman, M.D., Ginley, D., Lany, S., Ma, Z., Zakutayev, A., Ogitsu, T., Wood, B., & Ding, D. (2024). HydroGEN: Solar Thermochemical Hydrogen Production [Conference Poster]. 10.2172/2564001

Bishop, S.R., Armijo, K.M., Debusschere, B., McDaniel, A.H., Sugar, J.D., Witman, M.D., Ginley, D., Lany, S., Ma, Z., Zakutayev, A., Ogitsu, T., Wood, B., & Ding, D. (2024). HydroGEN: Solar Thermochemical Hydrogen (STCH) Water Splitting [Poster]. 10.2172/2563874

Sargsyan, K., Debusschere, B., & Eldred, M. (2024). Surrogate-Accelerated Parameter Optimization for the Quasi-Biennial Oscillation [Conference Presentation]. 10.2172/2540415

Curry, C.J., Sargsyan, K., Safta, C., & Debusschere, B. (2024). The UQTk C++/Python Toolkit for Uncertainty Quantification: Overview and Applications [Conference Presentation]. 10.2172/2540447

Sargsyan, K., Debusschere, B., & Eldred, M. (2024). Surrogate-based calibration for the quasi-biennial oscillation [Conference Poster]. 10.2172/2540427

Debusschere, B., Curry, C.J., Seidl, D.T., Chang, K.W., & Mariner, P. (2023). Machine Learning Surrogates for Fuel Degradation Processes in Nuclear Waste Repository Simulations [Conference Presentation]. 10.2172/2430768

Debusschere, B., Curry, C.J., Harvey, J.A., Seidl, D.T., Chang, K.W., & Mariner, P. (2023). Machine Learning Surrogates for Time Dependent Fuel Degradation Processes in Nuclear Waste Repository Simulations [Conference Presentation]. 10.2172/2431917

Debusschere, B., Seidl, D.T., Berg, T.M., Chang, K.W., Leone, R.C., Swiler, L.P., & Mariner, P. (2023). Machine Learning Surrogates of a Fuel Matrix Degradation Process Model for Performance Assessment of a Nuclear Waste Repository. Nuclear Technology, 209(9), pp. 1295-1318. 10.1080/00295450.2023.2197666

Debusschere, B., Seidl, D.T., Berg, T.M., Chang, K.W., Leone, R.C., Swiler, L.P., & Mariner, P. (2022). Machine Learning Surrogate Process Models for Efficient Performance Assessment of a Nuclear Waste Repository [Conference Presentation]. 10.2172/2006027

Mariner, P., Debusschere, B., Fukuyama, D.E., Harvey, J.A., Laforce, T.C., Leone, R.C., Foulk, J.W., Swiler, L.P., & Taconi, A.M. (2022). GDSA Framework Development and Process Model Integration FY2022. 10.2172/1893995

Bennett, C., Xiao, T.P., Liu, S., Humphrey, L., Incorvia, J.A., Debusschere, B., Ries, D., & Agarwal, S. (2022). Probabilistic Nanomagnetic Memories for Uncertain and Robust Machine Learning. 10.2172/1891190

Thorpe, J.E., Swiler, L.P., Hanson, S.T., Cruz, G.J., Tarman, T.D., Rollins, T., & Debusschere, B. (2022). Verification of Cyber Emulation Experiments Through Virtual Machine and Host Metrics [Conference Presentation]. ACM International Conference Proceeding Series. 10.2172/2004219

Thorpe, J.E., Swiler, L.P., Tarman, T.D., Hanson, S.T., Cruz, G.J., Debusschere, B., & Rollins, T. (2022). Verification of Cyber Emulation Experiments Through Virtual Machine and Host Metrics [Conference Paper]. https://www.osti.gov/biblio/2003842

Pinar, A., Tarman, T.D., Swiler, L.P., Gearhart, J.L., Hart, D., Vugrin, E., Arguello, B., Geraci, G., Debusschere, B., Hanson, S.T., Outkin, A.V., Thorpe, J.E., Hart, W.E., Sahakian, M.A., Gabert, K.G., Glatter, C., Johnson, E.S., & Punla-Green, S. (2022). Uncertainty Quantification within SECURE LDRD [Presentation]. https://www.osti.gov/biblio/2003628

Boll, L., Johnston, K., Sargsyan, K., Safta, C., & Debusschere, B. (2022). The UQTk C++/Python Toolkit for Uncertainty Quantification: Overview and Applications [Conference Presentation]. 10.2172/2002312

Swiler, L.P., Portone, T., Mariner, P., Leone, R., Brooks, D.M., Seidl, D.T., Debusschere, B., & Berg, T. (2022). Use of a machine learning model for a constitutive chemistry model within a groundwater flow and transport application modeling nuclear fuel degradation in a waste repository [Conference Presentation]. 10.2172/2002228

Thorpe, J.E., Swiler, L.P., Hanson, S.T., Cruz, G.J., Tarman, T.D., Rollins, T., & Debusschere, B. (2022). WiP: Verification of Cyber Emulation Experiments Through Virtual Machine and Host Metrics [Conference Paper]. https://www.osti.gov/biblio/2002055

Thorpe, J.E., Swiler, L.P., Hanson, S.T., Cruz, G.J., Tarman, T.D., Rollins, T., & Debusschere, B. (2022). WiP: Verification of Cyber Emulation Experiments Through Virtual Machine and Host Metrics [Conference Presentation]. 10.2172/2002078

Sargsyan, K., Safta, C., Boll, L., Johnston, K., Khalil, M., Chowdhary, K., Rai, P., Casey, T., Zeng, X., & Debusschere, B. (2021). UQTk Version 3.1.2 User Manual. 10.2172/1855040

Mariner, P., Berg, T.M., Debusschere, B., Eckert, A., Harvey, J.A., Laforce, T.C., Leone, R.C., Mills, M.M., Nole, M.A., Park, H.D., Perry, F.V., Seidl, D.T., Swiler, L.P., & Chang, K.W. (2021). GDSA Framework Development and Process Model Integration FY2021. 10.2172/1825056

Pinar, A., Tarman, T.D., Swiler, L.P., Gearhart, J.L., Hart, D., Vugrin, E., Cruz, G.J., Arguello, B., Geraci, G., Debusschere, B., Hanson, S.T., Outkin, A.V., Thorpe, J.E., Hart, W.E., Sahakian, M.A., Gabert, K.G., Glatter, C., Johnson, E.S., & Punla-Green, S. (2021). Science and Engineering of Cybersecurity by Uncertainty quantification and Rigorous Experimentation (SECURE) (Final Report). 10.2172/1821322

Pinar, A., Tarman, T.D., Swiler, L.P., Gearhart, J.L., Hart, D., Vugrin, E., Cruz, G.J., Arguello, B., Geraci, G., Debusschere, B., Hanson, S.T., Outkin, A.V., Thorpe, J.E., Hart, W.E., Sahakian, M.A., Gabert, K.G., Glatter, C., Johnson, E.S., & Punla-Green, A.S. (2021). Science & Engineering of Cyber Security by Uncertainty Quantification and Rigorous Experimentation (SECURE) HANDBOOK. 10.2172/1820527

Geraci, G., Swiler, L.P., & Debusschere, B. (2021). Multifidelity UQ sampling for Stochastic Simulations [Conference Presentation]. 10.2172/1889573

Boll, L., Johnston, K., McDaniel, A.H., Stechel, E., & Debusschere, B. (2021). Inference of Hydrogen RedOx Reactions Models using Bayesian Compressive Sensing [Conference Presentation]. 10.2172/1891955

Sargsyan, K., Safta, C., Johnston, K., Khalil, M., Chowdhary, K., Rai, P., Casey, T., Boll, L., Zeng, X., & Debusschere, B. (2021). UQTk Version 3.1.1 User Manual. 10.2172/1777090

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

Johnston, K., Debusschere, B., & Stechel, E. (2021). Bayesian Model Selection for Thermodynamic Models of Redox Active Metal Oxides [Conference Presentation]. 10.2172/1853871

Debusschere, B., Geraci, G., Jakeman, J.D., Safta, C., & Swiler, L.P. (2021). Polynomial Chaos Expansions for Discrete Random Variables in Cyber Security Emulytics Experiments [Conference Presentation]. 10.2172/1847628

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. (2020). Surrogate Model Development of Spent Fuel Degradation for Repository Performance Assessment. 10.2172/1673178

Safta, C., Ray, J., Foulk, J.W., Catanach, T.A., Chowdhary, K., Debusschere, B., Galvan, E., Geraci, G., Khalil, M., & Portone, T. (2020). Characterization of Partially Observed Epidemics - Application to COVID-19. 10.2172/1763554

Sargsyan, K., Safta, C., Johnston, K., Khalil, M., Chowdhary, K., Rai, P., Casey, T., Zeng, X., & Debusschere, B. (2020). UQTk User Manual (V.3.1.0). 10.2172/1605051

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

Mariner, P., Debusschere, B., Jerden, J., Seidl, D.T., Swiler, L.P., & 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

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. (2019). Progress in Deep Geologic Disposal Safety Assessment in the U.S. since 2010. 10.2172/1570094

Geraci, G., Swiler, L.P., Crussell, J., & Debusschere, B. (2019). EXPLORATION OF MULTIFIDELITY APPROACHES FOR UNCERTAINTY QUANTIFICATION IN NETWORK APPLICATIONS [Conference Poster]. 10.7712/120219.6352.18797

Mariner, P., Swiler, L.P., Seidl, D.T., Debusschere, B., Vo, J., & Frederick, J.M. (2019). High Fidelity Surrogate Modeling of Fuel Dissolution for Probabilistic Assessment of Repository Performance [Conference Poster]. https://www.osti.gov/biblio/1639277

Geraci, G., Swiler, L.P., Crussell, J., & Debusschere, B. (2019). Exploration of multifidelity approaches for uncertainty quantification in network applications [Conference Poster]. Proceedings of the 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering, UNCECOMP 2019. 10.7712/120219.6352.18797

Rohlig, K., Plischke, E., Becker, D., Stein, E., Govaerts, J., Debusschere, B., Koskinen, L., Kupiainen, P., Leigh, C., Mariner, P., Nummi, O., Pastina, B., Sevougian, S.D., Spiessl, S., Swiler, L.P., Weetjens, E., & Zeitler, T. (2018). Sensitivity Analysis in Performance Assessment: Towards a Joint Approach [Conference Poster]. https://www.osti.gov/biblio/1806880

Rohlig, K., Plischke, E., Becker, D., Stein, E., Govaerts, J., Debusschere, B., Koskinen, L., Kupiainen, P., Leigh, C., Mariner, P., Nummi, O., Pastina, B., Sevougian, S.D., Spiessl, S., Swiler, L.P., Weetjens, E., & Zeitler, T. (2018). Sensitivity Analysis in Performance Assessment: Towards a Joint Approach [Conference Poster]. https://www.osti.gov/biblio/1568977

Najm, H.N., Debusschere, B., Sparks, N., Sargsyan, K., Huan, X., Oefelein, J., Vane, Z., Eldred, M., Geraci, G., Knio, O., Sraj, I., Scovazzi, G., Colomes, O., Marzouk, Y., Zahm, O., Menhorn, F., Ghanem, R., & Tsilifis, P. (2018). Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine ? ScramjetUQ ? [Conference Poster]. https://www.osti.gov/biblio/1572447

Debusschere, B., Rizzi, F., Foulk, J.W., Sargsyan, K., Safta, C., Najm, H.N., Knio, O., Mycek, P., Contreras, A., & le Olivier, M. (2017). Probabilistic Approach to Enable Extreme-Scale Simulations under Uncertainty and System Faults [Conference Poster]. https://www.osti.gov/biblio/1470926

Najm, H.N., Debusschere, B., Safta, C., Sargsyan, K., Huan, X., Oefelein, J., Vane, Z., Eldred, M., Geraci, G., Knio, O., Sraj, I., Scovazzi, G., Colomes, O., Marzouk, Y., Zahm, O., Menhorn, F., Ghanem, R., & Tsilifis, P. (2017). Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine [Conference Poster]. https://www.osti.gov/biblio/1574094

Debusschere, B., Sadler, L.E., Antoun, B.R., Templeton, J.A., Kolda, T.G., & May, E. (2017). Improved Equity Diversity and Inclusion to Sustain an Effective Applied Mathematics Workforce [Conference Poster]. https://www.osti.gov/biblio/1466495

Debusschere, B., Pinar, A., Sargsyan, K., Templeton, J.A., & Najm, H.N. (2017). Predictive Fidelity Interpretability and Resilience of Machine Learning Methods Applied to Scientific Simulations [Conference Poster]. https://www.osti.gov/biblio/1508933

Rizzi, F., Foulk, J.W., Cook, B., Dahlgren, K., Sargsyan, K., Mycek, P., Lemaitre, O., Knio, O., & Debusschere, B. (2017). Scaling and Energy Analysis for a Resilient ULFM-Based PDE Solver [Conference Poster]. https://www.osti.gov/biblio/1476821

Foulk, J.W., Rizzi, F., Cook, B., Dahlgren, K., Sargsyan, K., Mycek, P., le Maitre, O., Knio, O., & Debusschere, B. (2017). A Resilient ULFM-based PDE Solver: Performance Scaling and Energy Analysis [Conference Poster]. 10.1109/ScalA.2016.010

Foulk, J.W., Rizzi, F., Sargsyan, K., Dahlgren, K., Debusschere, B., Cook, B., Mycek, P., le Maitre, O., & Knio, O. (2017). Performance Scaling Variability and Energy Analysis for a Resilient ULFM-based PDE Solver [Presentation]. 10.1109/ScalA.2016.010

Rizzi, F., Foulk, J.W., Sargsyan, K., Mycek, P., Contreras, A., Safta, C., le Maitre, O., Knio, O., & Debusschere, B. (2017). Partial Differential Equations Solver Resilient to Soft and Hard Faults [Conference Poster]. https://www.osti.gov/biblio/1424869

Sargsyan, K., Safta, C., Najm, H.N., Debusschere, B., Ricciuto, D., & Thornton, P. (2016). Weighted Iterative Bayesian Compressive Sensing (WIBCS) for High Dimensional Polynomial Surrogate Construction [Conference Poster]. https://www.osti.gov/biblio/1576186

Najm, H.N., Debusschere, B., Safta, C., Sargsyan, K., Huan, X., Oefelein, J., Lacaze, G., Vane, Z.P., Eldred, M., Geraci, G., Knio, O., Sraj, I., Scovazzi, G., Colomes, O., Marzouk, Y., Zahm, O., Menhorn, F., Ghanem, R., & Tsilifis, P. (2016). Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine ? ScramjetUQ ? [Conference Poster]. https://www.osti.gov/biblio/1420843

Rizzi, F., Foulk, J.W., Cook, B., Sargsyan, K., Mycek, P., le Maitre, O., Knio, O., Dahlgren, K., & Debusschere, B. (2016). Performance Scaling Variability and Energy Analysis for a Resilient ULFM-based PDE Solver [Conference Poster]. https://www.osti.gov/biblio/1408949

Najm, H.N., Debusschere, B., Safta, C., Sargsyan, K., Huan, X., Oefelein, J., Lacaze, G., Vane, Z.P., Eldred, M., Geraci, G., Knio, O., Sraj, I., Scovazzi, G., Colomes, O., Marzouk, Y., Zahm, O., Augustin, F., Menhorn, F., Ghanem, R., & Tsilifis, P. (2016). Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine [Conference Poster]. https://www.osti.gov/biblio/1397105

Carpenter, J.H., Debusschere, B., & Robinson, A.C. (2016). Integrated Material Models for Equation of State and Transport Properties for Aluminum Supporting Uncertainty Quantification [Presentation]. https://www.osti.gov/biblio/1527265

Rizzi, F., Foulk, J.W., Sargsyan, K., Mycek, P., Safta, C., le Maitre, O., Knio, O., & Debusschere, B. (2016). ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner [Conference Poster]. https://doi.org/10.1145/2909428.2909429

Rizzi, F., Foulk, J.W., Sargsyan, K., Mycek, P., Safta, C., le Maitre, O., Knio, O., & Debusschere, B. (2016). ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner [Poster]. 10.2172/1561476

Foulk, J.W., Rizzi, F., Sargsyan, K., Dahlgren, K., Mycek, P., Safta, C., le Maitre, O., Knio, O., & Debusschere, B. (2016). Scalability of Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults [Poster]. 10.2172/1561477

Rizzi, F., Foulk, J.W., Sargsyan, K., Mycek, P., Safta, C., le Maitre, O., Knio, O., & Debusschere, B. (2016). ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner [Conference Poster]. https://doi.org/10.1145/2909428.2909429

Foulk, J.W., Rizzi, F., Sargsyan, K., Mycek, P., Safta, C., Lemaitre, O., Knio, O., & Debusschere, B. (2016). ULFM-MPI Implementation of a Resilient Task-Based Preconditioner for 2D Uncertain Elliptic PDEs [Conference Poster]. https://www.osti.gov/biblio/1365075

Najm, H.N., Debusschere, B., Safta, C., Sargsyan, K., Oefelein, J., Lacaze, G., Eldred, M., Knio, O., Scovazzi, G., Marzouk, Y., & Ghanem, R. (2016). Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine [Conference Poster]. https://www.osti.gov/biblio/1530652

Rizzi, F., Foulk, J.W., Sargsyan, K., Safta, C., Mycek, P., le Maitre, O., Knio, O., & Debusschere, B. (2016). Interplay of Resilience and Energy Consumption for a Task-Based Partial Differential Equations Preconditioner [Conference Poster]. https://www.osti.gov/biblio/1346895

Results 1–100 of 280
Results 1–100 of 280