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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
, Park Hays, T. Patrick Xiao:
An out-of-distribution discriminator based on Bayesian neural network epistemic uncertainty. CoRR abs/2210.10780 (2022) - 2021
- [j23]Francis J. Alexander
, James A. Ang, Jenna A. Bilbrey, Jan Balewski, Tiernan Casey, Ryan Chard, Jong Choi, Sutanay Choudhury, Bert J. Debusschere, Anthony M. DeGennaro, Nikoli Dryden, J. Austin Ellis, Ian T. Foster, Cristina Garcia-Cardona, Sayan Ghosh, Peter Harrington, Yunzhi Huang, Shantenu Jha
, Travis Johnston, Ai Kagawa, Ramakrishnan Kannan, Neeraj Kumar
, Zhengchun Liu, Naoya Maruyama, Satoshi Matsuoka, Erin McCarthy, Jamaludin Mohd-Yusof
, Peter Nugent, Yosuke Oyama, Thomas Proffen
, David Pugmire, Sivasankaran Rajamanickam, Vinay Ramakrishnaiah, Malachi Schram
, Sudip K. Seal, Ganesh Sivaraman, Christine Sweeney
, Li Tan, Rajeev Thakur, Brian Van Essen, Logan T. Ward, Paul M. Welch, Michael Wolf, Sotiris S. Xantheas, Kevin G. Yager, Shinjae Yoo
, Byung-Jun Yoon:
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
, Olivier P. Le Maître
, Omar M. Knio, Bert J. Debusschere:
Partial differential equations preconditioner resilient to soft and hard faults. Int. J. High Perform. Comput. Appl. 32(5): 658-673 (2018) - [j20]Francesco Rizzi
, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta
, Olivier P. Le Maître
, Omar M. Knio, Bert J. Debusschere:
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
, Francesco Rizzi, Bert J. Debusschere, Omar M. Knio:
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
, Francesco Rizzi
, Bert J. Debusschere, Omar M. Knio:
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
, Andres Contreras
, Olivier P. Le Maître
, Khachik Sargsyan, Francesco Rizzi, Karla Morris, Cosmin Safta
, Bert J. Debusschere
, Omar M. Knio:
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
, Khachik Sargsyan, Karla Morris, Cosmin Safta
, Bert J. Debusschere
, Omar M. Knio:
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
, Karla Morris, Khachik Sargsyan, Paul Mycek
, Cosmin Safta
, Bert J. Debusschere
, Olivier P. Le Maître, Omar M. Knio:
ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner. FTXS@HPDC 2016: 19-26 - [c8]Peter E. Strazdins, Md. Mohsin Ali
, Bert J. Debusschere
:
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
, Cosmin Safta, Olivier P. Le Maître
, Omar M. Knio, Bert J. Debusschere
:
Scalability of Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults. ISC 2016: 469-485 - 2015
- [j15]Cosmin Safta
, Khachik Sargsyan, Habib N. Najm, Kenny Chowdhary, Bert J. Debusschere
, Laura Painton Swiler, Michael S. Eldred:
Probabilistic Methods for Sensitivity Analysis and Calibration in the NASA Challenge Problem. J. Aerosp. Inf. Syst. 12(1): 219-234 (2015) - [j14]Cosmin Safta
, Khachik Sargsyan, Bert J. Debusschere
, Habib N. Najm
:
Hybrid discrete/continuum algorithms for stochastic reaction networks. J. Comput. Phys. 281: 177-198 (2015) - [j13]Maher Salloum, Khachik Sargsyan, Reese E. Jones
, Habib N. Najm, Bert J. Debusschere
:
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
, Cosmin Safta
, Karla Morris, Habib N. Najm, Olivier P. Le Maître
, Omar M. Knio, Bert J. Debusschere
:
Fault Resilient Domain Decomposition Preconditioner for PDEs. SIAM J. Sci. Comput. 37(5) (2015) - [c5]Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek
, Cosmin Safta, Olivier P. Le Maître
, Omar M. Knio, Bert J. Debusschere
:
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
, Habib N. Najm, Gilbert Hendry:
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
, Youssef M. Marzouk, Helgi Adalsteinsson:
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
, Bert J. Debusschere
, Habib N. Najm, Helgi Adalsteinsson:
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
, Bert J. Debusschere
, Habib N. Najm:
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
, Bert J. Debusschere
, Habib N. Najm:
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
, Habib N. Najm, Olivier P. Le Maître
:
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
, Ann C. Gentile, Jackson R. Mayo, Philippe P. Pébay
, David C. Thompson, Matthew Wong:
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
, David C. Thompson, M. H. Wong:
Ovis-2: A robust distributed architecture for scalable RAS. IPDPS 2008: 1-8 - 2004
- [j2]Olivier P. Le Maître
, M. T. Reagan, Bert J. Debusschere, Habib N. Najm, Roger G. Ghanem
, Omar M. Knio:
Natural Convection in a Closed Cavity under Stochastic Non-Boussinesq Conditions. SIAM J. Sci. Comput. 26(2): 375-394 (2004) - [j1]Bert J. Debusschere
, Habib N. Najm, Philippe P. Pébay
, Omar M. Knio, Roger G. Ghanem
, Olivier P. Le Maître
:
Numerical Challenges in the Use of Polynomial Chaos Representations for Stochastic Processes. SIAM J. Sci. Comput. 26(2): 698-719 (2004)
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