default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDHabib N. Najm
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2024
[j41]Oscar H. Díaz-Ibarra
, Kyungjoo Kim, Cosmin Safta, Habib N. Najm:
CSPlib: A performance portable parallel software toolkit for analyzing complex kinetic mechanisms. Comput. Phys. Commun. 297: 109069 (2024)- 2023
- [j40]Kyungjoo Kim, Oscar H. Díaz-Ibarra, Habib N. Najm, Judit Zádor, Cosmin Safta:
TChem: A performance portable parallel software toolkit for complex kinetic mechanisms. Comput. Phys. Commun. 285: 108628 (2023) - [j39]Yoona Yang, Michael S. Eldred, Judit Zádor, Habib N. Najm:
Multifidelity Neural Network Formulations for Prediction of Reactive Molecular Potential Energy Surfaces. J. Chem. Inf. Model. 63(8): 2281-2295 (2023) - [j38]Matthew S. Johnson, Maciej Gierada, Eric D. Hermes, David H. Bross, Khachik Sargsyan, Habib N. Najm, Judit Zádor:
Pynta─An Automated Workflow for Calculation of Surface and Gas-Surface Kinetics. J. Chem. Inf. Model. 63(16): 5153-5168 (2023) - 2019
- [j37]Xiaoying Han, Habib N. Najm:
Effective construction of eigenvectors for a class of singular sparse matrices. Appl. Math. Lett. 97: 121-126 (2019) - [j36]Panagiotis Tsilifis, Xun Huan, Cosmin Safta, Khachik Sargsyan, Guilhem Lacaze, Joseph C. Oefelein, Habib N. Najm, Roger G. Ghanem:
Compressive sensing adaptation for polynomial chaos expansions. J. Comput. Phys. 380: 29-47 (2019) - [j35]Christian Soize, Roger G. Ghanem, Cosmin Safta, Xun Huan, Zachary P. Vane, Joseph C. Oefelein, Guilhem Lacaze, Habib N. Najm, Qi Tang, X. Chen:
Entropy-based closure for probabilistic learning on manifolds. J. Comput. Phys. 388: 518-533 (2019) - [j34]Roger G. Ghanem, Christian Soize, Cosmin Safta, Xun Huan, Guilhem Lacaze, Joseph C. Oefelein, Habib N. Najm:
Design optimization of a scramjet under uncertainty using probabilistic learning on manifolds. J. Comput. Phys. 399 (2019) - 2018
- [j33]Jianqiang Cheng, Richard Li-Yang Chen, Habib N. Najm, Ali Pinar, Cosmin Safta, Jean-Paul Watson:
Chance-constrained economic dispatch with renewable energy and storage. Comput. Optim. Appl. 70(2): 479-502 (2018) - [j32]Kenny Chowdhary, Cosmin Safta, Habib N. Najm:
Enhancing statistical moment calculations for stochastic Galerkin solutions with Monte Carlo techniques. J. Comput. Phys. 374: 1017-1030 (2018) - [j31]Xun Huan, Cosmin Safta, Khachik Sargsyan, Zachary P. Vane, Guilhem Lacaze, Joseph C. Oefelein, Habib N. Najm:
Compressive Sensing with Cross-Validation and Stop-Sampling for Sparse Polynomial Chaos Expansions. SIAM/ASA J. Uncertain. Quantification 6(2): 907-936 (2018) - [j30]Jianqiang Cheng, Richard Li-Yang Chen, Habib N. Najm, Ali Pinar, Cosmin Safta, Jean-Paul Watson:
Distributionally Robust Optimization with Principal Component Analysis. SIAM J. Optim. 28(2): 1817-1841 (2018) - 2017
- [j29]Lijin Wang, Xiaoying Han, Yanzhao Cao, Habib N. Najm:
Computational singular perturbation analysis of stochastic chemical systems with stiffness. J. Comput. Phys. 335: 404-425 (2017) - 2016
- [j28]Kenny Chowdhary, Habib N. Najm:
Bayesian estimation of Karhunen-Loève expansions; A random subspace approach. J. Comput. Phys. 319: 280-293 (2016) - [j27]Kenny Chowdhary, Habib N. Najm:
Data free inference with processed data products. Stat. Comput. 26(1-2): 149-169 (2016) - 2015
- [j26]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) - [j25]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) - [j24]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) - [j23]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) - 2014
- [j22]Habib N. Najm, Mauro Valorani:
Enforcing positivity in intrusive PC-UQ methods for reactive ODE systems. J. Comput. Phys. 270: 544-569 (2014) - [j21]Kushal S. Kedia, Cosmin Safta, Jaideep Ray, Habib N. Najm, Ahmed F. Ghoniem:
A second-order coupled immersed boundary-SAMR construction for chemically reacting flow over a heat-conducting Cartesian grid-conforming solid. J. Comput. Phys. 272: 408-428 (2014) - [j20]Xiaoying Han, Habib N. Najm:
Dynamical Structures in Stochastic Chemical Reaction Systems. SIAM J. Appl. Dyn. Syst. 13(3): 1328-1351 (2014) - 2012
- [j19]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) - [j18]Alen Alexanderian, Olivier P. Le Maître, Habib N. Najm, Mohamed Iskandarani, Omar M. Knio:
Multiscale Stochastic Preconditioners in Non-intrusive Spectral Projection. J. Sci. Comput. 50(2): 306-340 (2012) - [j17]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) - [j16]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) - [j15]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) - [j14]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) - [j13]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
- [j12]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
- [j11]Cosmin Safta, Jaideep Ray, Habib N. Najm:
A high-order low-Mach number AMR construction for chemically reacting flows. J. Comput. Phys. 229(24): 9299-9322 (2010) - [j10]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) - 2009
- [j9]Youssef M. Marzouk, Habib N. Najm:
Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems. J. Comput. Phys. 228(6): 1862-1902 (2009) - 2008
- [j8]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) - 2007
- [j7]Youssef M. Marzouk, Habib N. Najm, Larry A. Rahn:
Stochastic spectral methods for efficient Bayesian solution of inverse problems. J. Comput. Phys. 224(2): 560-586 (2007) - [j6]Jaideep Ray, Christopher A. Kennedy, Sophia Lefantzi, Habib N. Najm:
Using High-Order Methods on Adaptively Refined Block-Structured Meshes: Derivatives, Interpolations, and Filters. SIAM J. Sci. Comput. 29(1): 139-181 (2007) - [j5]Olivier P. Le Maître, Habib N. Najm, Philippe P. Pébay, Roger G. Ghanem, Omar M. Knio:
Multi-Resolution-Analysis Scheme for Uncertainty Quantification in Chemical Systems. SIAM J. Sci. Comput. 29(2): 864-889 (2007) - 2006
- [j4]Dimitris A. Goussis, Habib N. Najm:
Model Reduction and Physical Understanding of Slowly Oscillating Processes: The Circadian Cycle. Multiscale Model. Simul. 5(4): 1297-1332 (2006) - 2005
- [j3]Habib N. Najm, Omar M. Knio:
Modeling Low Mach Number Reacting Flow with Detailed Chemistry and Transport. J. Sci. Comput. 25(1-2): 263-287 (2005) - 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)
Conference and Workshop Papers
- 2013
- [c3]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 - 2009
- [c2]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 - 2003
- [c1]Sophia Lefantzi, Jaideep Ray, Habib N. Najm:
Using the Common Component Architecture to Design High Performance Scientific Simulation Codes. IPDPS 2003: 52
Informal and Other Publications
- 2024
- [i6]Ankit Shrivastava, Matias Kalaswad, Joyce O. Custer, David P. Adams, Habib N. Najm:
Bayesian optimization for stable properties amid processing fluctuations in sputter deposition. CoRR abs/2405.03092 (2024) - [i5]Christophe Bonneville, Nathan Bieberdorf, Arun Hegde, Mark Asta, Habib N. Najm, Laurent Capolungo, Cosmin Safta:
Accelerating Phase Field Simulations Through a Hybrid Adaptive Fourier Neural Operator with U-Net Backbone. CoRR abs/2406.17119 (2024) - 2022
- [i4]Yiming Fan, Marta D'Elia, Yue Yu, Habib N. Najm, Stewart Silling:
Bayesian Nonlocal Operator Regression (BNOR): A Data-Driven Learning Framework of Nonlocal Models with Uncertainty Quantification. CoRR abs/2211.01330 (2022) - 2017
- [i3]Xun Huan, Cosmin Safta, Khachik Sargsyan, Zachary P. Vane, Guilhem Lacaze, Joseph C. Oefelein, Habib N. Najm:
Compressive Sensing with Cross-Validation and Stop-Sampling for Sparse Polynomial Chaos Expansions. CoRR abs/1707.09334 (2017) - 2015
- [i2]Cosmin Safta, Richard Li-Yang Chen, Habib N. Najm, Ali Pinar, Jean-Paul Watson:
Efficient Representation of Uncertainty for Stochastic Economic Dispatch. CoRR abs/1508.05176 (2015) - 2014
- [i1]Cosmin Safta, Richard L. Chen, Habib N. Najm, Ali Pinar, Jean-Paul Watson:
Toward Using Surrogates to Accelerate Solution of Stochastic Electricity Grid Operations Problems. CoRR abs/1407.2232 (2014)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 22:14 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
