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Bert J. Debusschere
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2020 – today
- 2022
- [c10]Jamie Thorpe, Laura P. Swiler, Seth Hanson, Gerardo Cruz, Thomas D. Tarman, Trevor Rollins, Bert J. Debusschere:
Verification of Cyber Emulation Experiments Through Virtual Machine and Host Metrics. CSET @ USENIX Security Symposium 2022: 71-80 - [i1]Ethan Ancell
, Christopher H. Bennett, Bert J. Debusschere, Sapan Agarwal
An out-of-distribution discriminator based on Bayesian neural network epistemic uncertainty. CoRR abs/2210.10780 (2022) - 2021
- [j23]Francis J. Alexander
Co-design Center for Exascale Machine Learning Technologies (ExaLearn). Int. J. High Perform. Comput. Appl. 35(6): 598-616 (2021)
2010 – 2019
- 2018
- [j22]Bert J. Debusschere:
How Do We Create More Equitable, Diverse, and Inclusive Organizations, and Why Does it Matter? A White Male's Perspective. Comput. Sci. Eng. 20(1): 79-83 (2018) - [j21]Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta
Partial differential equations preconditioner resilient to soft and hard faults. Int. J. High Perform. Comput. Appl. 32(5): 658-673 (2018) - [j20]Francesco Rizzi
Exploring the interplay of resilience and energy consumption for a task-based partial differential equations preconditioner. Parallel Comput. 73: 16-27 (2018) - [j19]Andres Contreras, Paul Mycek, Olivier P. Le Maître
Parallel Domain Decomposition Strategies for Stochastic Elliptic Equations. Part A: Local Karhunen-Loève Representations. SIAM J. Sci. Comput. 40(4): C520-C546 (2018) - [j18]Andres Contreras, Paul Mycek, Olivier P. Le Maître
Parallel Domain Decomposition Strategies for Stochastic Elliptic Equations Part B: Accelerated Monte Carlo Sampling with Local PC Expansions. SIAM J. Sci. Comput. 40(4): C547-C580 (2018) - 2017
- [j17]Paul Mycek
A resilient domain decomposition polynomial chaos solver for uncertain elliptic PDEs. Comput. Phys. Commun. 216: 18-34 (2017) - [j16]Paul Mycek, Francesco Rizzi, Olivier P. Le Maître
Discrete A Priori Bounds for the Detection of Corrupted PDE Solutions in Exascale Computations. SIAM J. Sci. Comput. 39(1) (2017) - 2016
- [c9]Francesco Rizzi
ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner. FTXS@HPDC 2016: 19-26 - [c8]Peter E. Strazdins, Md. Mohsin Ali
Application Fault Tolerance for Shrinking Resources via the Sparse Grid Combination Technique. IPDPS Workshops 2016: 1232-1238 - [c7]Karla Morris, Francesco Rizzi, Brendan Cook, Paul Mycek, Olivier P. Le Maître, Omar M. Knio, Khachik Sargsyan, Kathryn Dahlgren, Bert J. Debusschere:
Performance Scaling Variability and Energy Analysis for a Resilient ULFM-based PDE Solver. ScalA@SC 2016: 41-48 - [c6]Karla Morris, Francesco Rizzi, Khachik Sargsyan, Kathryn Dahlgren, Paul Mycek
Scalability of Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults. ISC 2016: 469-485 - 2015
- [j15]Cosmin Safta
Probabilistic Methods for Sensitivity Analysis and Calibration in the NASA Challenge Problem. J. Aerosp. Inf. Syst. 12(1): 219-234 (2015) - [j14]Cosmin Safta
Hybrid discrete/continuum algorithms for stochastic reaction networks. J. Comput. Phys. 281: 177-198 (2015) - [j13]Maher Salloum, Khachik Sargsyan, Reese E. Jones
Quantifying Sampling Noise and Parametric Uncertainty in Atomistic-to-Continuum Simulations Using Surrogate Models. Multiscale Model. Simul. 13(3): 953-976 (2015) - [j12]Khachik Sargsyan, Francesco Rizzi, Paul Mycek
Fault Resilient Domain Decomposition Preconditioner for PDEs. SIAM J. Sci. Comput. 37(5) (2015) - [c5]Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek
Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults. CLUSTER 2015: 552-562 - 2013
- [c4]Jeremiah J. Wilke, Khachik Sargsyan, Joseph P. Kenny, Bert J. Debusschere
Validation and Uncertainty Assessment of Extreme-Scale HPC Simulation through Bayesian Inference. Euro-Par 2013: 41-52 - 2012
- [j11]Robert D. Berry, Habib N. Najm, Bert J. Debusschere
Data-free inference of the joint distribution of uncertain model parameters. J. Comput. Phys. 231(5): 2180-2198 (2012) - [j10]Maher Salloum, Khachik Sargsyan, Reese E. Jones
A Stochastic Multiscale Coupling Scheme to Account for Sampling Noise in Atomistic-to-Continuum Simulations. Multiscale Model. Simul. 10(2): 550-584 (2012) - [j9]Francesco Rizzi, Habib N. Najm, Bert J. Debusschere, Khachik Sargsyan, Maher Salloum, Helgi Adalsteinsson, Omar M. Knio:
Uncertainty Quantification in MD Simulations. Part I: Forward Propagation. Multiscale Model. Simul. 10(4): 1428-1459 (2012) - [j8]Francesco Rizzi, Habib N. Najm, Bert J. Debusschere, Khachik Sargsyan, Maher Salloum, Helgi Adalsteinsson, Omar M. Knio:
Uncertainty Quantification in MD Simulations. Part II: Bayesian Inference of Force-Field Parameters. Multiscale Model. Simul. 10(4): 1460-1492 (2012) - [j7]Khachik Sargsyan, Cosmin Safta
Uncertainty Quantification given Discontinuous Model Response and a Limited Number of Model Runs. SIAM J. Sci. Comput. 34(1) (2012) - [j6]Khachik Sargsyan, Cosmin Safta
Multiparameter Spectral Representation of Noise-Induced Competence in Bacillus Subtilis. IEEE ACM Trans. Comput. Biol. Bioinform. 9(6): 1709-1723 (2012) - 2011
- [j5]Benjamin E. Sonday, Robert D. Berry, Habib N. Najm, Bert J. Debusschere
Eigenvalues of the Jacobian of a Galerkin-Projected Uncertain ODE System. SIAM J. Sci. Comput. 33(3): 1212-1233 (2011) - 2010
- [j4]Khachik Sargsyan, Bert J. Debusschere
Spectral Representation and Reduced Order Modeling of the Dynamics of Stochastic Reaction Networks via Adaptive Data Partitioning. SIAM J. Sci. Comput. 31(6): 4395-4421 (2010)
2000 – 2009
- 2009
- [c3]Khachik Sargsyan, Cosmin Safta, Bert J. Debusschere, Habib N. Najm:
Uncertainty Quantification in the Presence of Limited Climate Model Data with Discontinuities. ICDM Workshops 2009: 241-247 - 2008
- [j3]Helgi Adalsteinsson, Bert J. Debusschere, Kevin R. Long, Habib N. Najm:
Components for atomistic-to-continuum multiscale modeling of flow in micro- and nanofluidic systems. Sci. Program. 16(4): 297-313 (2008) - [c2]Jim M. Brandt, Bert J. Debusschere
Using Probabilistic Characterization to Reduce Runtime Faults in HPC Systems. CCGRID 2008: 759-764 - [c1]Jim M. Brandt, Bert J. Debusschere, Ann C. Gentile, Jackson R. Mayo, Philippe P. Pébay
Ovis-2: A robust distributed architecture for scalable RAS. IPDPS 2008: 1-8 - 2004
- [j2]Olivier P. Le Maître
Natural Convection in a Closed Cavity under Stochastic Non-Boussinesq Conditions. SIAM J. Sci. Comput. 26(2): 375-394 (2004) - [j1]Bert J. Debusschere
Numerical Challenges in the Use of Polynomial Chaos Representations for Stochastic Processes. SIAM J. Sci. Comput. 26(2): 698-719 (2004)
Coauthor Index
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