Bert Debusschere

Paul Mariner, Bert Debusschere, David Fukuyama, Jacob Harvey, Tara LaForce, Rosemary Leone, Frank Perry, Laura Swiler, ANNA TACONI, (2022). GDSA Framework Development and Process Model Integration FY2022 https://doi.org/10.2172/1893995 Publication ID: 80378

Christopher Bennett, Tianyao Xiao, Samuel Liu, Leonard Humphrey, Jean Incorvia, Bert Debusschere, Daniel Ries, Sapan Agarwal, (2022). Probabilistic Nanomagnetic Memories for Uncertain and Robust Machine Learning https://doi.org/10.2172/1891190 Publication ID: 80279

Khachik Sargsyan, Cosmin Safta, Luke Boll, Katherine Johnston, Mohammad Khalil, Kamaljit Chowdhary, Prashant Rai, Tiernan Casey, Xiaoshu Zeng, Bert Debusschere, (2022). UQTk Version 3.1.2 User Manual https://doi.org/10.2172/1855040 Publication ID: 79950

Paul Mariner, Timothy Berg, Bert Debusschere, Aubrey Eckert, Jacob Harvey, Tara LaForce, Rosemary Leone, Melissa Mills, Michael Nole, Heeho Park, Perry, Daniel Seidl, Laura Swiler, Kyung Chang, (2021). GDSA Framework Development and Process Model Integration FY2021 https://doi.org/10.2172/1825056 Publication ID: 76168

Ali Pinar, Thomas Tarman, Laura Swiler, Jared Gearhart, Derek Hart, Eric Vugrin, Gerardo Cruz, Bryan Arguello, Gianluca Geraci, Bert Debusschere, Seth Hanson, Alexander Outkin, Jamie Thorpe, William Hart, Meghan Sahakian, Kasimir Gabert, Casey Glatter, Emma Johnson, She?ifa Punla-Green, (2021). Science and Engineering of Cybersecurity by Uncertainty quantification and Rigorous Experimentation (SECURE) (Final Report) https://doi.org/10.2172/1821322 Publication ID: 75817

Ali Pinar, Thomas Tarman, Laura Swiler, Jared Gearhart, Derek Hart, Eric Vugrin, Gerardo Cruz, Bryan Arguello, Gianluca Geraci, Bert Debusschere, Seth Hanson, Alexander Outkin, Jamie Thorpe, William Hart, Meghan Sahakian, Kasimir Gabert, Casey Glatter, Emma Johnson, She?ifa Punla-Green, (2021). Science & Engineering of Cyber Security by Uncertainty Quantification and Rigorous Experimentation (SECURE) HANDBOOK https://doi.org/10.2172/1820527 Publication ID: 75697

Luke Boll, Katherine Johnston, Anthony McDaniel, Ellen Stechel, Bert Debusschere, (2021). Inference of Hydrogen RedOx Reactions Models using Bayesian Compressive Sensing https://doi.org/10.2172/1891955 Publication ID: 79415

Gianluca Geraci, Laura Swiler, Bert Debusschere, (2021). Multifidelity UQ sampling for Stochastic Simulations https://doi.org/10.2172/1889573 Publication ID: 79490

Timothy Berg, Paul Mariner, Bert Debusschere, Daniel Seidl, Rosemary Leone, Kyung Chang, (2021). Machine Learning Surrogates for the Fuel Matrix Degradation Model https://www.osti.gov/servlets/purl/1869760 Publication ID: 78570

Katherine Johnston, Bert Debusschere, Ellen Stechel, (2021). Bayesian Model Selection for Thermodynamic Models of Redox Active Metal Oxides https://doi.org/10.2172/1853871 Publication ID: 77413

Timothy Berg, Kyung Chang, Rosemary Leone, Daniel Seidl, Paul Mariner, Bert Debusschere, (2021). Surrogate Modeling of Spent Fuel Degradation for Repository Performance Assessment https://doi.org/10.2172/1854307 Publication ID: 77449

Bert Debusschere, Gianluca Geraci, John Jakeman, Cosmin Safta, Laura Swiler, (2021). Polynomial Chaos Expansions for Discrete Random Variables in Cyber Security Emulytics Experiments https://doi.org/10.2172/1847628 Publication ID: 77383

Gianluca Geraci, Jonathan Crussell, Laura Swiler, Bert Debusschere, (2021). Exploration of multifidelity UQ sampling strategies for computer network applications International Journal for Uncertainty Quantification https://doi.org/10.1615/Int.J.UncertaintyQuantification.2021033774 Publication ID: 76015

Katherine Johnston, Luke Boll, Khachik Sargsyan, Cosmin Safta, Bert Debusschere, (2020). UQTk A C++/Python Toolkit for Uncertainty Quantification: Overview and Applications https://www.osti.gov/servlets/purl/1820270 Publication ID: 74786

Paul Mariner, Bert Debusschere, Glenn Hammond, Daniel Seidl, swiler laura, Jonathon Vo , (2020). Surrogate Modeling of Spatially Heterogeneous Source Terms for Probabilistic Assessment of Repository Performance https://www.osti.gov/servlets/purl/1763614 Publication ID: 70908

Paul Mariner, Bert Debusschere, James Jerden, Daniel Seidl, Laura Swiler, Jonathan Vo, (2019). Lessons Learned in the Development of Source Term Surrogate Models for Repository Performance Assessment https://www.osti.gov/servlets/purl/1643084 Publication ID: 66069

Laura Swiler, Gianluca Geraci, Bert Debusschere, Jonathan Crussell, (2019). Uncertainty Quantification in Cyber Emulation https://www.osti.gov/servlets/purl/1642954 Publication ID: 65818

Paul Mariner, Laura Connolly, Leigh Cunningham, Bert Debusschere, David Dobson, Jennifer Frederick, Glenn Hammond, Spencer Jordan, Tara LaForce, Michael Nole, Heeho Park, Frank Perry, Ralph Rogers, Daniel Seidl, Stephen Sevougian, Emily Stein, Peter Swift, Laura Swiler, Jonathan Vo, Michael Wallace, (2019). Progress in Deep Geologic Disposal Safety Assessment in the U.S. since 2010 https://doi.org/10.2172/1570094 Publication ID: 65476

Tiernan Casey, Bert Debusschere, (2019). Analysis of Neural Network Combustion Surrogate Models https://doi.org/10.2172/1569154 Publication ID: 65177

Tiernan Casey, Bert Debusschere, Michael Eldred, Gianluca Geraci, Roger Ghanem, John Jakeman, Youssef Marzouk, Habib Najm, Cosmin Safta, Khachik Sargsyan, (2019). FASTMath: UQ Algorithms https://www.osti.gov/servlets/purl/1641088 Publication ID: 69621

John Carpenter, Allen Robinson, Bert Debusschere, (2019). Verification of Uncertainty Quantification\\for Equation of State Table https://www.osti.gov/servlets/purl/1640804 Publication ID: 69196

Paul Mariner, Daniel Seidl, Laura Swiler, Bert Debusschere, Jonathan Vo, Jim Jerden, Jennifer Frederick, (2019). Surrogate Modeling of Fuel Dissolution https://www.osti.gov/servlets/purl/1648825 Publication ID: 68682

Laura Swiler, Bert Debusschere, Gianluca Geraci, Jonathan Crussell, (2019). SECURE Uncertainty Quantification Thrust https://www.osti.gov/servlets/purl/1644470 Publication ID: 67345

Gianluca Geraci, Laura Swiler, Jonathan Crussell, Bert Debusschere, (2019). Exploration of multifidelity UQ strategies for network applications https://www.osti.gov/servlets/purl/1644472 Publication ID: 67348

Gianluca Geraci, Laura Swiler, Jonathan Crussell, Bert Debusschere, (2019). EXPLORATION OF MULTIFIDELITY APPROACHES FOR UNCERTAINTY QUANTIFICATION IN NETWORK APPLICATIONS https://doi.org/10.7712/120219.6352.18797 Publication ID: 67693

Paul Mariner, Laura Swiler, Daniel Seidl, Bert Debusschere, Johnathan Vo, Jennifer Frederick, (2019). High Fidelity Surrogate Modeling of Fuel Dissolution for Probabilistic Assessment of Repository Performance https://www.osti.gov/servlets/purl/1639277 Publication ID: 67301

Paul Mariner, Laura Swiler, Daniel Seidl, Bert Debusschere, Johnathan Vo, Jennifer Frederick, (2019). High Fidelity Surrogate Modeling of Fuel Dissolution for Probabilistic Assessment of Repository Performance https://www.osti.gov/servlets/purl/1602117 Publication ID: 67105

Bert Debusschere, Khachik Sargsyan, Cosmin Safta, (2019). UQTk A Flexible Python/C++ Toolkit for Uncertainty Quantification https://www.osti.gov/servlets/purl/1602639 Publication ID: 67187

Gianluca Geraci, Laura Swiler, Jonathan Crussell, Bert Debusschere, (2019). Exploration of multifidelity approaches for uncertainty quantification in network applications Proceedings of the 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering, UNCECOMP 2019 https://doi.org/10.7712/120219.6352.18797 Publication ID: 69241

Bert Debusschere, (2018). Acknowledging Variability in Scientific Computing https://www.osti.gov/servlets/purl/1576179 Publication ID: 60330

Klaus-Jurgen Rohlig, Elmar Plischke, Dirk-Alexander Becker, Emily Stein, Joan Govaerts, Bert Debusschere, Lasse Koskinen, Pekka Kupiainen, Christi Leigh, Paul Mariner, Olli Nummi, Barbara Pastina, Stephen Sevougian, Sabine Spiessl, Laura Swiler, Eef Weetjens, Todd Zeitler, (2018). Sensitivity Analysis in Performance Assessment: Towards a Joint Approach https://www.osti.gov/servlets/purl/1568977 Publication ID: 59195

Klaus-Jurgen Rohlig, Elmar Plischke, Dirk-Alexander Becker, Emily Stein, Joan Govaerts, Bert Debusschere, Lasse Koskinen, Pekka Kupiainen, Christi Leigh, Paul Mariner, Olli Nummi, Barbara Pastina, Stephen Sevougian, Sabine Spiessl, Laura Swiler, Eef Weetjens, Todd Zeitler, (2018). Sensitivity Analysis in Performance Assessment: Towards a Joint Approach https://www.osti.gov/servlets/purl/1806880 Publication ID: 59289

Bert Debusschere, Khachik Sargsyan, Ojas Parekh, (2018). Quantum Annealing Approaches for Building Sparse Surrogate Models in Uncertainty Quantification https://www.osti.gov/servlets/purl/1806634 Publication ID: 63222

Bert Debusschere, Khachik Sargsyan, Cosmin Safta, Prashant Rai, Kamaljit Chowdhary, (2018). UQTk: A Flexible Python/C++ Toolkit for Uncertainty Quantification https://www.osti.gov/servlets/purl/1510846 Publication ID: 61718

Bert Debusschere, Cosmin Safta, Khachik Sargsyan, Kamaljit Chowdhary, (2018). UQTk: A C++/Python Uncertainty Quantification Toolkit https://www.osti.gov/servlets/purl/1497545 Publication ID: 60786

Habib Najm, Bert Debusschere, Neil Sparks, Khachik Sargsyan, Xun Huan, Joseph Oefelein, Zachary Vane, Michael Eldred, Gianluca Geraci, O. Knio, I. Sraj, G. Scovazzi, O. Colomes, Y. Marzouk, O. Zahm, F. Menhorn, R. Ghanem, P. Tsilifis, (2018). Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine ? ScramjetUQ ? https://www.osti.gov/servlets/purl/1572447 Publication ID: 60908

Bert Debusschere, J. Templeton, Cosmin Safta, Khachik Sargsyan, Ali Pinar, Habib Najm, (2018). Predictive Fidelity of Machine Learning Methods Applied to Scientific Simulations https://www.osti.gov/servlets/purl/1513665 Publication ID: 58794

Bert Debusschere, J. Templeton, Cosmin Safta, Khachik Sargsyan, Ali Pinar, Habib Najm, (2018). Predictive Fidelity of Machine Learning Methods Applied to Scientific Simulations https://www.osti.gov/servlets/purl/1512381 Publication ID: 58575

Khachik Sargsyan, Cosmin Safta, Kamaljit Chowdhary, Sarah Castorena, Sarah de Bord, Bert Debusschere, (2017). UQTk Version 3.0.4 User Manual https://doi.org/10.2172/1813904 Publication ID: 53568

Bert Debusschere, Francesco Rizzi, Karla Morris, Khachik Sargsyan, Cosmin Safta, Habib Najm, Omar Knio, Paul Mycek, Andres Contreras, Le Olivier, (2017). Probabilistic Approach to Enable Extreme-Scale Simulations under Uncertainty and System Faults https://www.osti.gov/servlets/purl/1470926 Publication ID: 58435

Bert Debusschere, Lorraine Sadler, Bonnie Antoun, J. Templeton, Tamara Kolda, Elebeoba May, (2017). Improved Equity Diversity and Inclusion to Sustain an Effective Applied Mathematics Workforce https://www.osti.gov/servlets/purl/1466495 Publication ID: 58123

Habib Najm, Bert Debusschere, Cosmin Safta, Khachik Sargsyan, Xun Huan, Joseph Oefelein, Zachary Vane, Michael Eldred, G. Geraci, O. Knio, I. Sraj, G. Scovazzi, O. Colomes, Y. Marzouk, O. Zahm, F. Menhorn, R. Ghanem, P. Tsilifis, (2017). Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine https://www.osti.gov/servlets/purl/1574094 Publication ID: 58225

Bert Debusschere, Ali Pinar, Khachik Sargsyan, J. Templeton, Habib Najm, (2017). Predictive Fidelity Interpretability and Resilience of Machine Learning Methods Applied to Scientific Simulations https://www.osti.gov/servlets/purl/1508933 Publication ID: 58088

Bert Debusschere, Cosmin Safta, Khachik Sargsyan, Kamaljit Chowdhary, (2017). Polynomial Chaos Based Uncertainty Quantification https://www.osti.gov/servlets/purl/1513464 Publication ID: 57773

Bert Debusschere, Cosmin Safta, Khachik Sargsyan, Kamaljit Chowdhary, (2017). Polynomial Chaos Based Uncertainty Quantification https://www.osti.gov/servlets/purl/1463445 Publication ID: 57774

Bert Debusschere, Khachik Sargsyan, Cosmin Safta, Kenny Chowdhary, (2017). Uncertainty quantification toolkit (UQTk) Handbook of Uncertainty Quantification https://www.osti.gov/biblio/1234310 Publication ID: 45961

Bert Debusschere, (2017). Intrusive polynomial chaos methods for forward uncertainty propagation Handbook of Uncertainty Quantification https://www.osti.gov/servlets/purl/1474821 Publication ID: 46273

Karla Morris, Francesco Rizzi, Brandon Cook, Katryn Dahlgren, Khachik Sargsyan, Paul Mycek, Olivier Le Maitre, Omar Knio, Bert Debusschere, (2017). A Resilient ULFM-based PDE Solver: Performance Scaling and Energy Analysis https://doi.org/10.1109/ScalA.2016.010 Publication ID: 56981

Francesco Rizzi, Karla Morris, Brandon Cook, Kathryn Dahlgren, Khachik Sargsyan, Paul Mycek, Olivier LeMaitre, Omar Knio, Bert Debusschere, (2017). Scaling and Energy Analysis for a Resilient ULFM-Based PDE Solver https://www.osti.gov/servlets/purl/1476821 Publication ID: 56982

John Carpenter, Allen Robinson, Bert Debusschere, (2017). Incorporating Data Uncertainty into Equation of State Tables https://www.osti.gov/servlets/purl/1458122 Publication ID: 56631

Khachik Sargsyan, Cosmin Safta, Kamaljit Chowdhary, Sarah Castorena, Sarah de Bord, Bert Debusschere, (2017). UQTk Version 3.0.3 User Manual https://doi.org/10.2172/1367452 Publication ID: 56649

Bert Debusschere, (2017). Building a Partial Differential Equations Solver that is Resilient to Soft and Hard Faults https://www.osti.gov/servlets/purl/1458031 Publication ID: 56528

Bert Debusschere, (2017). Bayesian Calibration: An introductory tutorial https://www.osti.gov/servlets/purl/1524281 Publication ID: 56529

Karla Morris, Francesco Rizzi, Khachik Sargsyan, Kathryn Dahlgren, Bert Debusschere, Brandon Cook, Paul Mycek, Olivier Le Maître, Omar Knio, (2017). Performance Scaling Variability and Energy Analysis for a Resilient ULFM-based PDE Solver https://doi.org/10.1109/ScalA.2016.010 Publication ID: 56543

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Andres Contreras, Cosmin Safta, Olivier Le Maître, Omar Knio, Bert Debusschere, (2017). Partial Differential Equations Solver Resilient to Soft and Hard Faults https://www.osti.gov/servlets/purl/1424869 Publication ID: 55125

Bert Debusschere, (2017). Uncertainty Quantification Toolkit https://www.osti.gov/servlets/purl/1458261 Publication ID: 54971

K. Morris, F. Rizzi, B. Cook, P. Mycek, O. LeMaitre, O. Knio, Khachik Sargsyan, K. Dahlgren, Bert Debusschere, (2017). Performance scaling variability and energy analysis for a resilient ULFM-based PDE solver Proceedings of ScalA 2016: 7th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems – Held in conjunction with SC16: The International Conference for High Performance Computing, Networking, Storage and Analysis https://www.osti.gov/servlets/purl/1408949 Publication ID: 47715

Khachik Sargsyan, Cosmin Safta, Habib Najm, Bert Debusschere, Dan Ricciuto, Peter Thornton, (2016). Weighted Iterative Bayesian Compressive Sensing (WIBCS) for High Dimensional Polynomial Surrogate Construction https://www.osti.gov/servlets/purl/1576186 Publication ID: 48156

Habib Najm, Bert Debusschere, Cosmin Safta, Khachik Sargsyan, Xun Huan, Joseph Oefelein, Guilhem Lacaze, Zachary Vane, Michael Eldred, Gianluca Geraci, Omar Knio, I. Sraj, G. Scovazzi, O. Colomes, Y. Marzouk, O. Zahm, F. Menhorn, R. Ghanem, P. Tsilifis, (2016). Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine ? ScramjetUQ ? https://www.osti.gov/servlets/purl/1420843 Publication ID: 47626

Habib Najm, Bert Debusschere, Cosmin Safta, Khachik Sargsyan, Xun Huan, Joseph Oefelein, Guilhem Lacaze, Zachary Vane, Michael Eldred, G. Geraci, O. Knio, I. Sraj, G. Scovazzi, O. Colomes, Y. Marzouk, O. Zahm, F. Augustin, F. Menhorn, R. Ghanem, P. Tsilifis, (2016). Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine https://www.osti.gov/servlets/purl/1397105 Publication ID: 52534

Khachik Sargsyan, Cosmin Safta, Kamaljit Chowdhary, Sarah Castorena, Sarah de Bord, Bert Debusschere, (2016). UQTk Version 3.0 User Manual https://doi.org/10.2172/1562399 Publication ID: 52322

John Carpenter, Bert Debusschere, Allen Robinson, (2016). Integrated Material Models for Equation of State and Transport Properties for Aluminum Supporting Uncertainty Quantification https://www.osti.gov/servlets/purl/1527265 Publication ID: 52138

John Carpenter, Allen Robinson, Bert Debusschere, Ann Wills, (2016). Accounting for Data Uncertainty in Making and Using an EOS https://www.osti.gov/servlets/purl/1369601 Publication ID: 50948

Kathryn Dahlgren, Francesco Rizzi, Karla Morris, Bert Debusschere, (2016). Rexsss Parallel Distributed PDE Solver Sensitivity Analysis https://www.osti.gov/servlets/purl/1373062 Publication ID: 51255

Kathryn Dahlgren, Francesco Rizzi, Karla Morris, Bert Debusschere, (2016). Rexsss Parallel Distributed PDE Solver Sensitivity Analysis https://www.osti.gov/servlets/purl/1373063 Publication ID: 51256

Sarah Castorena, Bert Debusschere, (2016). Why Are Dual Pane Windows Better? https://www.osti.gov/servlets/purl/1373065 Publication ID: 51258

Karla Morris, Francesco Rizzi, Khachik Sargsyan, Kathryn Dahlgren, Paul Mycek, Cosmin Safta, Olivier Le Maitre, Omar Knio, Bert Debusschere, (2016). Scalability of Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults https://doi.org/10.1007/978-3-319-41321-1_24 Publication ID: 51019

Karla Morris, Francesco Rizzi, Khachik Sargsyan, Kathryn Dahlgren, Paul Mycek, Cosmin Safta, Olivier Le Maitre, Omar Knio, Bert Debusschere, (2016). Scalability of Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults https://doi.org/10.1007/978-3-319-41321-1_24 Publication ID: 50587

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier Le Maitre, Omar Knio, Bert Debusschere, (2016). ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner https://doi.org/10.1145/2909428.2909429 Publication ID: 50023

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier Le Maitre, Omar Knio, Bert Debusschere, (2016). ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner https://doi.org/10.1145/2909428.2909429 Publication ID: 49778

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier Le Maitre, Omar Knio, Bert Debusschere, (2016). ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner https://doi.org/10.2172/1561476 Publication ID: 49784

Karla Morris, Francesco Rizzi, Khachik Sargsyan, Kathryn Dahlgren, Paul Mycek, Cosmin Safta, Olivier Le Maitre, Omar Knio, Bert Debusschere, (2016). Scalability of Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults https://doi.org/10.2172/1561477 Publication ID: 49785

Bert Debusschere, Khachik Sargsyan, Cosmin Safta, Kamaljit Chowdhary, (2016). UQTk: A C++/Python Toolkit for Uncertainty Quantification https://www.osti.gov/servlets/purl/1530503 Publication ID: 49217

Karla Morris, Francesco Rizzi, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier LeMaitre, Omar Knio, Bert Debusschere, (2016). ULFM-MPI Implementation of a Resilient Task-Based Preconditioner for 2D Uncertain Elliptic PDEs https://www.osti.gov/servlets/purl/1365075 Publication ID: 49272

Khachik Sargsyan, Dan Ricciuto, Peter Thornton, Cosmin Safta, Bert Debusschere, Habib Najm, (2016). Quantifying the Impacts of Parametric Uncertainty on Biogeochemistry in the ACME Land Model https://www.osti.gov/servlets/purl/1366666 Publication ID: 49199

Kamaljit Chowdhary, Bert Debusschere, (2016). Sensitivity of cloud fraction using Bayesian compressed sensing https://www.osti.gov/servlets/purl/1364806 Publication ID: 49012

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier Le Maitre, Omar Knio, Bert Debusschere, (2016). Exploring the Interplay of Resilience and Energy Consumption for a Task-Based Partial Differential Equations Preconditioner https://doi.org/10.2172/1561016 Publication ID: 48786

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Cosmin Safta, Paul Mycek, Olivier Le Maitre, Omar Knio, Bert Debusschere, (2016). Interplay of Resilience and Energy Consumption for a Task-Based Partial Differential Equations Preconditioner https://www.osti.gov/servlets/purl/1346895 Publication ID: 48793

Habib Najm, Bert Debusschere, Cosmin Safta, Khachik Sargsyan, Joseph Oefelein, Guilhem Lacaze, Michael Eldred, Omar Knio, G. Scovazzi, Y. Marzouk, R. Ghanem, (2016). Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine https://www.osti.gov/servlets/purl/1530652 Publication ID: 49101

Cosmin Safta, Kamaljit Chowdhary, Khachik Sargsyan, Bert Debusschere, (2016). Implementation of UQ Workflows with the C++/Python UQTk Toolkit https://www.osti.gov/servlets/purl/1618229 Publication ID: 49134

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier Le Maitre, Omar Knio, Bert Debusschere, (2016). Quantifying Performance of a Resilient Elliptic PDE Solver on Uncertain Architectures using SST/macro https://www.osti.gov/servlets/purl/1530654 Publication ID: 49143

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier Le Maitre, Omar Knio, Bert Debusschere, (2016). A Soft and Hard Faults Resilient Solver for 2D Elliptic PDEs via Server-Client Implementation https://www.osti.gov/servlets/purl/1618235 Publication ID: 49144

Bert Debusschere, Habib Najm, Khachik Sargsyan, Kamaljit Chowdhary, Don Lucas, Vera Bulaevskaya, Yun Qian, Steve Ghan, Daniele Rosa, Bill Collins, (2016). Calibration and Comparison of Climate Models: Accounting for Structural and Discretization Error [Poster] https://www.osti.gov/servlets/purl/1239394 Publication ID: 46817

Bert Debusschere, Habib Najm, Khachik Sargsyan, Kamaljit Chowdhary, Don Lucas, Vera Bulaevskaya, Yun Qian, Steve Ghan, Daniele Rosa, William Collins, (2015). Calibration and Comparison of Climate Models: Accounting for Structural and Discretization Error https://www.osti.gov/servlets/purl/1338030 Publication ID: 41809

Francesco Rizzi, Omar Knio, Reese Jones, Helgi Adalsteisson, Habib Najm, Khachik Sargsyan, Maher Salloum, Cosmin Safta, Bert Debusschere, (2015). UQ in Molecular Dynamics Simulations: Forward and Inverse Problem https://www.osti.gov/servlets/purl/1335540 Publication ID: 41880

Khachik Sargsyan, Cosmin Safta, Habib Najm, Bert Debusschere, Dan Ricciuto, Peter Thornton, (2015). Sparse Polynomial Chaos Surrogate for ACME Land Model via Iterative Bayesian Compressive Sensing https://www.osti.gov/servlets/purl/1335739 Publication ID: 41907

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier Le Maitre, Omar Knio, Bert Debusschere, (2015). Partial differential equations preconditioner resilient to soft and hard faults Proceedings – IEEE International Conference on Cluster Computing, ICCC https://doi.org/10.1007/978-3-319-41321-1_24 Publication ID: 49914

John Carpenter, Allen Robinson, Bert Debusschere, Ann Wills, (2015). Building and Using Tabular Equations of State with Uncertainty Information https://www.osti.gov/servlets/purl/1328402 Publication ID: 45907

John Carpenter, Allen Robinson, Bert Debusschere, Ann Wills, (2015). Automated Generation of Tabular Equations of State with Uncertainty Information https://www.osti.gov/servlets/purl/1334928 Publication ID: 46031

Francesco Rizzi, Karla Morris, Bert Debusschere, (2015). Enabling Resilience via Asynchronous Server-Client Implementation https://www.osti.gov/servlets/purl/1321812 Publication ID: 45368

Allen Robinson, John Carpenter, Bert Debusschere, (2015). A UQ Enabled Aluminum Tabular Multiphase Equation-of-State Model https://www.osti.gov/servlets/purl/1327463 Publication ID: 45177

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier LeMaitre, Omar Knio, Bert Debusschere, (2015). Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults https://doi.org/10.1109/CLUSTER.2015.103 Publication ID: 45303

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier LeMaitre, Omar Knio, Habib Najm, Bert Debusschere, (2015). Partial Differential Equations Solver Resilient to Soft and Hard Faults https://www.osti.gov/servlets/purl/1326569 Publication ID: 45304

Sarah de Bord, Bert Debusschere, Khachik Sargsyan, (2015). Performance of Numerical Integration Methods for High-Dimensional Functions https://www.osti.gov/servlets/purl/1340032 Publication ID: 44553

Kathryn Dahlgren, Francesco Rizzi, Karla Morris, Bert Debusschere, (2015). Rexsss PDE Solver Performance Analysis: Scalability Estimates Using the SST/macro Architecture Simulator https://www.osti.gov/servlets/purl/1331542 Publication ID: 44563

Jonathan Squibb, Bert Debusschere, Francesco Rizzi, Karla Morris, (2015). Profiling Rexsss Performance Using TAU https://www.osti.gov/servlets/purl/1339313 Publication ID: 44626

Michael Eldred, Bert Debusschere, Kamaljit Chowdhary, John Jakeman, Prashant Rai, Cosmin Safta, Khachik Sargsyan, (2015). Sandia Software Enabling Extreme-Scale Uncertainty Quantification https://www.osti.gov/servlets/purl/1266821 Publication ID: 44419

Bert Debusschere, John Jakeman, Kamaljit Chowdhary, Cosmin Safta, Khachik Sargsyan, P. Rai, R. Ghanem, O. Knio, O. La Maitre, J. Winokur, G. Li, O. Ghattas, R. Moser, C. Simmons, A. Alexanderian, J. Gattiker, D. Higdon, E. Lawrence, S. Bhat, Y. Marzouk, D. Bigoni, T. Cui, M. Parno, (2015). Quantification of Uncertainty in Extreme Scale Computations https://www.osti.gov/servlets/purl/1328212 Publication ID: 44684

Kathryn Dahlgren, Francesco Rizzi, Karla Morris, Bert Debusschere, (2015). Rexsss Scalability With SST/macro: Analyzing the Performance of a Distributed Fault-Resilient Software Package https://www.osti.gov/servlets/purl/1340116 Publication ID: 44479

Allen Robinson, T. Mattsson, Luke Shulenburger, John Carpenter, Bert Debusschere, (2015). Sandia Equation of State (EOS) Deep Dive https://www.osti.gov/servlets/purl/1260525 Publication ID: 44256

John Carpenter, Allen Robinson, Bert Debusschere, Ann Wills, (2015). Automated Generation of Tabular Equations of State with Uncertainty Information https://www.osti.gov/servlets/purl/1257683 Publication ID: 43976

Khachik Sargsyan, Khachik Sargsyan, Cosmin Safta, Cosmin Safta, Bert Debusschere, Bert Debusschere, Habib Najm, Habib Najm, Francesco Rizzi, Francesco Rizzi, Karla Morris, Karla Morris, Paul Mycek, Paul Mycek, Olivier Maitre, Olivier Maitre, Omar Knio, Omar Knio, (2015). Fault Resilient Domain Decomposition Preconditioner for PDEs https://doi.org/10.2172/1494624 Publication ID: 43981

Maher Salloum, Khachik Sargsyan, Reese Jones, Francesco Rizzi, Habib Najm, Bert Debusschere, (2015). Quantifying Sampling Noise and Parametric Uncertainty in Coupled Atomistic-Continuum Simulations https://www.osti.gov/servlets/purl/1258267 Publication ID: 43585

Allen Robinson, Bert Debusschere, John Carpenter, (2015). Electromagnetic Continuum Mechanics in ALEGRA and Moving toward Uncertainty Quantification in Predictive Design https://www.osti.gov/servlets/purl/1258165 Publication ID: 43510

Khachik Sargsyan, Cosmin Safta, Habib Najm, Bert Debusschere, Daniel Ricciuto, Peter Thornton, (2015). High-Dimensional Sparse Surrogate Construction via Bayesian Compressive Sensing https://www.osti.gov/servlets/purl/1249469 Publication ID: 43203

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Cosmin Safta, Paul Mycek, Olivier LeMaitre, Habib Najm, Omar Knio, Bert Debusschere, (2015). Partial Differential Equations Solver Resilient to Soft and Hard Faults https://www.osti.gov/servlets/purl/1531275 Publication ID: 42991

John Carpenter, Allen Robinson, Ann Wills, Bert Debusschere, (2015). A UQ Enabled Aluminum Tabular Multiphase Equation-of-State Model https://www.osti.gov/servlets/purl/1240252 Publication ID: 42259

Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier LeMaitre, Omar Knio, Habib Najm, Bert Debusschere, (2015). Partial Differential Equations Solver Resilient to Soft and Hard Faults https://www.osti.gov/servlets/purl/1238560 Publication ID: 41559

Bert Debusschere, Khachik Sargsyan, (2015). Uncertainty Quantification – Lecture 3 https://www.osti.gov/servlets/purl/1531267 Publication ID: 41434

Bert Debusschere, Khachik Sargsyan, (2015). Uncertainty Quantification – Lecture 2 https://www.osti.gov/servlets/purl/1237887 Publication ID: 41435

Cosmin Safta, Khachik Sargsyan, Bert Debusschere, Habib Najm, (2015). Hybrid discrete/continuum algorithms for stochastic reaction networks Journal of Computational Physics https://doi.org/10.1016/j.jcp.2014.10.026 Publication ID: 31741

Cosmin Safta, Khachik Sargsyan, Habib Najm, Kenny Chowdhary, Bert Debusschere, Laura Swiler, Michael Eldred, (2015). Probabilistic methods for sensitivity analysis and calibration in the NASA challenge problem Journal of Aerospace Information Systems https://doi.org/10.2514/1.I010256 Publication ID: 40146

Maher Salloum, Khachik Sargsyan, Reese Jones, Francesco Rizzi, Habib Najm, Bert Debusschere, (2014). Quantifying Sampling Noise and Parametric Uncertainty in Atomistic-to-Continuum Simulations using Surrogate Models https://doi.org/10.1137/140989601 Publication ID: 39965

Khachik Sargsyan, Habib Najm, Cosmin Safta, Bert Debusschere, D ricciuto, P Thornton, (2014). Parameter Estimation in High-Dimensional Climate Models https://www.osti.gov/servlets/purl/1504061 Publication ID: 39875

Bert Debusschere, John Carpenter, Allen Robinson, Ann Wills, (2014). Representation and Propagation of Uncertainty in Equations of State for Shock Hydrodynamics https://www.osti.gov/servlets/purl/1315579 Publication ID: 39183

John Carpenter, Allen Robinson, Ann Wills, Richard Drake, William Rider, Bert Debusschere, (2014). Lessons From Uncertainty Propagation Using Tabular Multiphase Equations of State https://www.osti.gov/servlets/purl/1241735 Publication ID: 38851

Kathryn Dahlgren, Francesco Rizzi, Karla Morris, Bert Debusschere, (2014). Rexsss Performance Analysis: Domain Decomposition Algorithm Implementations for Resilient Numerical Partial Differential Equation Solvers https://doi.org/10.2172/1171553 Publication ID: 38143

Francesco Rizzi, Khachik Sargsyan, Bert Debusschere, Cosmin Safta, Karla Morris, Omar Knio, Habib Najm, (2014). Towards a Probabilistic Approach to Extreme-Scale Simulations under Uncertainty and System Faults https://www.osti.gov/servlets/purl/1569398 Publication ID: 37661

Michael Eldred, Bert Debusschere, Kamaljit Chowdhary, John Jakeman, Habib Najm, Cosmin Safta, Khachik Sargsyan, (2014). Sandia Software Enabling Extreme-Scale Uncertainty Quantification https://www.osti.gov/servlets/purl/1494264 Publication ID: 37782

Kathryn Dahlgren, Francesco Rizzi, Karla Morris, Bert Debusschere, (2014). Rexsss Performance Analysis: Domain Decomposition For PDEs https://www.osti.gov/servlets/purl/1494411 Publication ID: 37813

Habib Najm, Michael Eldred, Bert Debusschere, Kamaljit Chowdhary, John Jakeman, Cosmin Safta, Khachik Sargsyan, (2014). An Overview of Select UQ Algorithms and their Utility in Applications https://www.osti.gov/servlets/purl/1494413 Publication ID: 37818

Allen Robinson, Richard Drake, John Carpenter, Ann Wills, William Rider, Bert Debusschere, (2014). Effective Representation and Propagation of Uncertainty Through Tabular Multiphase Equation-of-State Models https://www.osti.gov/servlets/purl/1496687 Publication ID: 37603

Bert Debusschere, Cosmin Safta, Habib Najm, (2014). Bayesian Compressive Sensing Framework https://www.osti.gov/servlets/purl/1141438 Publication ID: 40246

Cosmin Safta, Khachik Sargsyan, Bert Debusschere, Habib Najm, (2014). Bayesian discontinuity detection and surrogate construction for complex computer models https://www.osti.gov/servlets/purl/1142115 Publication ID: 40288

Bert Debusschere, Patricia Koning, (2014). Sandia’s exascale computing effort expected to curtail effects of system faults https://www.osti.gov/servlets/purl/1686289 Publication ID: 40022

Bert Debusschere, Khachik Sargsyan, Francesco Rizzi, Cosmin Safta, Karla Morris, Habib Najm, (2014). Probabilistic Approaches for Fault-Tolerance and Scalability in Extreme-Scale Computing https://www.osti.gov/servlets/purl/1141119 Publication ID: 37274

Khachik Sargsyan, Habib Najm, Kamaljit Chowdhary, Bert Debusschere, Laura Swiler, Michael Eldred, (2014). Uncertainty Quantification Methods for Model Calibration Validation and Risk Analysis https://doi.org/10.2514/6.2014-1497 Publication ID: 36802

Habib Najm, Kamaljit Chowdhary, Khachik Sargsyan, Bert Debusschere, (2013). Inference of Chemical Model Parameters given Partial Information https://www.osti.gov/servlets/purl/1121920 Publication ID: 31788

Khachik Sargsyan, Bert Debusschere, Habib Najm, (2013). Global Sensitivity Analysis and Parameter Calibration for an Ecosystem Carbon Model https://www.osti.gov/servlets/purl/1122345 Publication ID: 31837

Khachik Sargsyan, Habib Najm, Kamaljit Chowdhary, Bert Debusschere, Laura Swiler, Michael Eldred, (2013). Uncertainty Quantification Methods for Model Calibration Validation and Risk Analysis https://doi.org/10.2514/6.2014-1497 Publication ID: 31866

Bert Debusschere, (2013). Improvements in microphysics calculations https://www.osti.gov/servlets/purl/1122624 Publication ID: 31882

Bert Debusschere, Khachik Sargsyan, Cosmin Safta, (2013). UQTk version 2.0 user manual https://doi.org/10.2172/1115280 Publication ID: 36357

Bert Debusschere, Cosmin Safta, Khachik Sargsyan, Habib Najm, (2013). Hybrid Discrete / Continuum Algorithms for Stochastic Reaction Networks https://www.osti.gov/servlets/purl/1673517 Publication ID: 36133

Kamaljit Chowdhary, Bert Debusschere, (2013). Quadrature based sampling methods to account for sub-grid microphysics variability https://www.osti.gov/servlets/purl/1671979 Publication ID: 35700

Allen Robinson, R. Berry, John Carpenter, Bert Debusschere, Richard Drake, A. Mattsson, William Rider, (2013). Fundamental issues in the representation and propagation of uncertain equation of state information in shock hydrodynamics Computers and Fluids https://www.osti.gov/servlets/purl/1140959 Publication ID: 24185

John Carpenter, Ann Wills, William Rider, Bert Debusschere, Allen Robinson, Richard Drake, (2013). Representation and Propagation of Uncertainty for Tabular Multiphase Equation-of-State Models https://www.osti.gov/servlets/purl/1115094 Publication ID: 35340

Cosmin Safta, Bert Debusschere, Khachik Sargsyan, Habib Najm, (2013). Hybrid Discrete – Continuum Algorithms for Stochastic Reaction Networks https://www.osti.gov/servlets/purl/1106462 Publication ID: 34957

Bert Debusschere, Habib Najm, Khachik Sargsyan, Cosmin Safta, (2013). Probabilistic Approaches for Communication Avoidance and Resilience in Exascale Simulations https://www.osti.gov/servlets/purl/1140465 Publication ID: 35230

Jeremiah Wilke, Khachik Sargsyan, Joseph Kenny, Gilbert Hendry, Bert Debusschere, Habib Najm, (2013). Presentation: Validating extreme-scale HPC simulation through Bayesian inference uncertainty quantification https://www.osti.gov/servlets/purl/1107500 Publication ID: 35260

Khachik Sargsyan, Cosmin Safta, Bert Debusschere, Habib Najm, (2013). Sparse surrogate model construction via compressive sensing https://www.osti.gov/servlets/purl/1106053 Publication ID: 34576

Habib Najm, Bert Debusschere, Kamaljit Chowdhary, (2013). Highlights of QUEST Developments and Partnership Activities https://www.osti.gov/servlets/purl/1106852 Publication ID: 34848

John Carpenter, Allen Robinson, Bert Debusschere, Ann Wills, Richard Drake, William Rider, (2013). An Uncertainty Quantification System for Tabular Equations of State https://www.osti.gov/servlets/purl/1106752 Publication ID: 34398

Cosmin Safta, Bert Debusschere, Habib Najm, (2013). Surrogate Construction and Dimensionality Reduction via Bayesian Compressive Sensing https://www.osti.gov/servlets/purl/1106779 Publication ID: 34711

Katelyn Jarvis, Habib Najm, Bert Debusschere, (2013). Monte Carlo Estimation of Moments: Nonlinearity & Dimensionality https://www.osti.gov/servlets/purl/1297092 Publication ID: 34713

Habib Najm, Bert Debusschere, (2013). Analysis and Reduction of Chemical Models under Uncertainty https://www.osti.gov/servlets/purl/1095568 Publication ID: 34185

Cosmin Safta, Khachik Sargsyan, Bert Debusschere, Habib Najm, (2013). DALEC calibration with daily NEE Data at Harvard Forest https://www.osti.gov/servlets/purl/1661144 Publication ID: 33614

Habib Najm, Kamaljit Chowdhary, Cosmin Safta, Khachik Sargsyan, Bert Debusschere, (2013). Parameter Estimation with Partial Information https://www.osti.gov/servlets/purl/1079802 Publication ID: 33659

Bert Debusschere, Habib Najm, (2013). Probabilistic Approaches for Communication Avoidance and Resilience in Exascale Simulations https://www.osti.gov/servlets/purl/1115688 Publication ID: 33425

Bert Debusschere, Khachik Sargsyan, Cosmin Safta, Habib Najm, (2013). UQ tutorial slides https://www.osti.gov/servlets/purl/1661320 Publication ID: 33766

Habib Najm, Cosmin Safta, Khachik Sargsyan, Bert Debusschere, Kamaljit Chowdhary, (2013). QUEST SNL Activities https://www.osti.gov/servlets/purl/1115638 Publication ID: 33185

Habib Najm, Cosmin Safta, Khachik Sargsyan, Bert Debusschere, Kamaljit Chowdhary, (2013). Parameter Estimation with Missing Data https://www.osti.gov/servlets/purl/1078649 Publication ID: 32977

Bert Debusschere, Khachik Sargsyan, Cosmin Safta, Gilbert Hendry, Habib Najm, (2013). Probabilistic Schwarz Coupling for Fault-Tolerance and Scalability https://www.osti.gov/servlets/purl/1115986 Publication ID: 32388

Habib Najm, Bert Debusschere, (2013). Analysis and Reduction of Chemical Models under Uncertainty https://www.osti.gov/servlets/purl/1145221 Publication ID: 32646

John Carpenter, Ann Wills, William Rider, Bert Debusschere, Allen Robinson, Richard Drake, (2013). Representation and Propagation of Uncertainty for Tabular Multiphase Equation-of-State Models https://www.osti.gov/servlets/purl/1145224 Publication ID: 32652

John Carpenter, Ann Wills, William Rider, Bert Debusschere, Allen Robinson, Richard Drake, (2013). Representation and Propagation of Uncertainty in Multiphase Tabular Equation-of-State Models https://www.osti.gov/servlets/purl/1657709 Publication ID: 32493

Cosmin Safta, Khachik Sargsyan, Bert Debusschere, Habib Najm, (2013). Hybrid Discrete/Continuum Algorithms for Stochastic Reaction Networks https://www.osti.gov/servlets/purl/1145251 Publication ID: 32344

Jeremiah Wilke, Khachik Sargsyan, Joseph Kenny, Gilbert Hendry, Bert Debusschere, Habib Najm, (2013). Validating extreme-scale HPC simulation through Bayesian inference uncertainty quantification https://www.osti.gov/biblio/1063301 Publication ID: 32117

Cosmin Safta, Khachik Sargsyan, Bert Debusschere, Habib Najm, (2013). Dimensionality Reduction and Global Sensitivity Analysis for the Community Land Model https://www.osti.gov/biblio/1063570 Publication ID: 32141

Khachik Sargsyan, Cosmin Safta, Bert Debusschere, Habib Najm, (2012). Multiparameter spectral representation of noise-induced competence in bacillus subtilis IEEE/ACM Transactions on Computational Biology and Bioinformatics https://doi.org/10.1109/TCBB.2012.107 Publication ID: 25769

Cosmin Safta, Habib Najm, Bert Debusschere, (2012). Dimensionality reduction for complex models via Bayesian compressive sensing Proposed for publication in International Journal for Uncertainty Quantification. https://www.osti.gov/biblio/1072527 Publication ID: 26576

John Carpenter, Allen Robinson, William Rider, Ann Wills, Bert Debusschere, Richard Drake, (2012). Uncertainty Quantification system for EOS https://www.osti.gov/servlets/purl/1116248 Publication ID: 30625

Khachik Sargsyan, Cosmin Safta, Bert Debusschere, Habib Najm, (2012). Project report for Stochastic Dynamical Systems: Analysis of Dynamics and Predictability https://www.osti.gov/servlets/purl/1648427 Publication ID: 30930

John Carpenter, Ann Wills, William Rider, Bert Debusschere, Allen Robinson, Richard Drake, (2012). REPRESENTATION AND PROPAGATION OF UNCERTAINTY IN EQUATION-OF-STATE MODELS FOR SHOCK PHYSICS APPLICATIONS https://www.osti.gov/servlets/purl/1116415 Publication ID: 30234

John Carpenter, Allen Robinson, Bert Debusschere, Richard Drake, Ann Wills, William Rider, (2012). Practical Uncertainty Propagation Through Hydrocodes For Complex Equation of State Models https://www.osti.gov/servlets/purl/1116281 Publication ID: 30334

Habib Najm, Bert Debusschere, Michael Eldred, (2012). Quantification of Uncertainty in Extreme Scale Computations (QUEST) https://www.osti.gov/biblio/1073262 Publication ID: 29902

Bert Debusschere, Habib Najm, Cosmin Safta, Khachik Sargsyan, (2012). Polynomial Chaos based uncertainty propagation Intrusive and Non-Intrusive Methods https://www.osti.gov/servlets/purl/1647838 Publication ID: 29720

Zhen Liu, Cosmin Safta, Khachik Sargsyan, Bart van Bloemen Waanders, Bert Debusschere, Habib Najm, Ray Bambha, (2012). Uncertainty Analysis and Bayesian Inference of Emissions and Transport from Urban Areas https://www.osti.gov/biblio/1073293 Publication ID: 29491

Habib Najm, Khachik Sargsyan, Cosmin Safta, Bert Debusschere, John Jakeman, Michael Eldred, (2012). Sparse Polynomial Representations of High Dimensional Models https://www.osti.gov/biblio/1073443 Publication ID: 28932

Bert Debusschere, (2012). Uncertainty Quantification in MD simulations of concentration driven ionic flow through a silica nanopore. Part I: sensitivity to pore physical parameters Proposed for publication in Microfluidics and Nanofluidics. https://www.osti.gov/biblio/1073165 Publication ID: 29042

Habib Najm, Cosmin Safta, Bert Debusschere, Khachik Sargsyan, (2012). Uncertainty Quantification in the Community Land Model https://www.osti.gov/biblio/1073227 Publication ID: 28695

Habib Najm, Cosmin Safta, Khachik Sargsyan, Bert Debusschere, (2012). INFERENCE OF UNCERTAIN PARAMETERS IN CHEMICALMODELS Proposed for publication in International Journal for Uncertainty Quantification. https://www.osti.gov/biblio/1073410 Publication ID: 28829

Habib Najm, Bert Debusschere, Cosmin Safta, Khachik Sargsyan, (2012). Bayesian Parameter Estimation with Partial Information https://www.osti.gov/biblio/1073174 Publication ID: 27998

Khachik Sargsyan, Cosmin Safta, Bert Debusschere, Habib Najm, (2012). Coupled Chemical Master Equation – Fokker Planck Solver for Stochastic Reaction Networks https://www.osti.gov/biblio/1068329 Publication ID: 27466

Cosmin Safta, Khachik Sargsyan, Bert Debusschere, Habib Najm, (2012). Efficient Surrogate Construction for High-Dimensional Climate Model https://www.osti.gov/servlets/purl/1078600 Publication ID: 27471

Bert Debusschere, Cosmin Safta, Khachik Sargsyan, (2012). Uncertainty Quantification: UQTk example problems https://www.osti.gov/servlets/purl/1657036 Publication ID: 27529

Khachik Sargsyan, Reese Jones, Bert Debusschere, Habib Najm, (2012). Quantifying Sampling Noise and Parametric Uncertainty in Coupled Atomistic-Continuum Simulations https://www.osti.gov/servlets/purl/1078657 Publication ID: 27422

Habib Najm, Bert Debusschere, Michael Eldred, Cosmin Safta, John Jakeman, (2012). Quantification of Uncertainty in Extreme Scale Computations (QUEST) https://www.osti.gov/servlets/purl/1078675 Publication ID: 27011

John Carpenter, Ann Wills, William Rider, R. Berry, Bert Debusschere, Allen Robinson, Richard Drake, (2012). Uncertainty quantification of equation-of-state closures and shock hydrodynamics https://www.osti.gov/servlets/purl/1117554 Publication ID: 27385

Khachik Sargsyan, Cosmin Safta, Bert Debusschere, Habib Najm, (2012). Multiparameter spectral representation of noise-induced competence in Bacillus subtilis IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS https://doi.org/10.1109/TCBB.2012.107 Publication ID: 26085

Cosmin Safta, Khachik Sargsyan, Ray Bambha, Hope Michelsen, Bert Debusschere, Habib Najm, Bart van Bloemen Waanders, (2011). Efficient Source Inversion Methodologies using Regional Transport Models https://www.osti.gov/servlets/purl/1106861 Publication ID: 25603

Khachik Sargsyan, Cosmin Safta, R. Berry, Bert Debusschere, Habib Najm, (2011). Uncertainty Quantification in ClimateModeling https://www.osti.gov/servlets/purl/1106672 Publication ID: 25612

R. Berry, Habib Najm, Bert Debusschere, (2011). Analysis of Uncertainty in Dynamical Systems https://www.osti.gov/servlets/purl/1143862 Publication ID: 25613

Khachik Sargsyan, Cosmin Safta, R. Berry, Jaideep Ray, Bert Debusschere, Habib Najm, (2011). Efficient uncertainty quantification methodologies for high-dimensional climate land models https://doi.org/10.2172/1113860 Publication ID: 25433

John Carpenter, Ann Wills, William Rider, R. Berry, Bert Debusschere, Allen Robinson, Richard Drake, (2011). Uncertainty quantification of equation-of-state closures and shock hydrodynamics https://www.osti.gov/servlets/purl/1141271 Publication ID: 25318

R. Berry, Habib Najm, Bert Debusschere, (2011). Asymptotic Eigenvalue Distribution of Block Toeplitz Matrices Associated with Orthogonal Polynomials Linear Algebra and its Applications https://www.osti.gov/biblio/1111621 Publication ID: 25334

Habib Najm, Bert Debusschere, Michael Eldred, (2011). Quantification of Uncertainty in Extreme Scale Computations (QUEST) https://www.osti.gov/servlets/purl/1111617 Publication ID: 25335

Khachik Sargsyan, Cosmin Safta, Bert Debusschere, Habib Najm, (2011). Bayesian Quantification of Uncertainty in Systems with Intrinsic Noise https://www.osti.gov/servlets/purl/1728568 Publication ID: 24910

Khachik Sargsyan, Cosmin Safta, Bert Debusschere, Habib Najm, (2011). Bayesian Quantification of Uncertainty in Systems with Intrinsic Noise https://www.osti.gov/servlets/purl/1728569 Publication ID: 24979

Maher Salloum, Reese Jones, Khachik Sargsyan, Bert Debusschere, Habib Najm, (2011). Propagating Uncertainty from Simulation Parameters and Sampling Noise through Coupled Atomistic-to-Continuum Systems https://www.osti.gov/servlets/purl/1106012 Publication ID: 25040

Habib Najm, Bert Debusschere, Michael Eldred, (2011). Quantification of Uncertainty in Extreme Scale Computations (QUEST) https://www.osti.gov/servlets/purl/1663334 Publication ID: 24484

Bert Debusschere, (2011). Uncertainty Quantification: Enabling Predictive Simulations https://www.osti.gov/servlets/purl/1663355 Publication ID: 24539

Maher Salloum, Khachik Sargsyan, Reese Jones, Bert Debusschere, Habib Najm, Helgi Adalsteinsson, (2011). A Stochastic Multiscale Coupling Scheme to Account for Sampling Noise in Atomistic-to-Continuum Simulations SIAM Journal on Multiscale Modeling and Simulation https://www.osti.gov/biblio/1106854 Publication ID: 24093

Habib Najm, R. Berry, Bert Debusschere, (2011). Uncertainty Quantification in Reacting Flow https://www.osti.gov/servlets/purl/1106638 Publication ID: 23852

Khachik Sargsyan, Cosmin Safta, R. Berry, Bert Debusschere, Habib Najm, (2011). Uncertainty Quantication in Climate Modeling https://www.osti.gov/servlets/purl/1106987 Publication ID: 23958

Habib Najm, Cosmin Safta, Khachik Sargsyan, Bert Debusschere, (2011). Uncertainty Quantification given Discontinuities Long-tailed Distributions and Computationally Intensive Models https://www.osti.gov/servlets/purl/1106267 Publication ID: 23598

Habib Najm, R. Berry, Bert Debusschere, (2011). Uncertainty Quantification in Reacting Flow https://www.osti.gov/servlets/purl/1107021 Publication ID: 23619

Bert Debusschere, Habib Najm, (2011). Computational Singular Perturbation with Non-Parametric Tabulation of Slow Manifolds for Time Integration of Stiff Chemical Kinetics https://www.osti.gov/servlets/purl/1106785 Publication ID: 23748

Allen Robinson, John Carpenter, Richard Drake, Ann Wills, William Rider, R. Berry, Bert Debusschere, (2011). Fundamental issues in the representation and propagation of uncertain equation-of-state information in shock hydrodynamics https://doi.org/10.1016/j.compfluid.2012.10.024 Publication ID: 23152

Habib Najm, Maher Salloum, Khachik Sargsyan, Reese Jones, Bert Debusschere, Helgi Adalsteinsson, (2011). Uncertainty Quantification in Multiscale Atomistic-Continuum Models https://www.osti.gov/servlets/purl/1107557 Publication ID: 23193

Habib Najm, R. Berry, Bert Debusschere, (2011). Uncertainty Quantification in Reacting Flow https://www.osti.gov/servlets/purl/1108242 Publication ID: 22547