default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDRoger G. Ghanem
Person information
- affiliation: University of Southern California, Los Angeles, USA
SPARQL queries 
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j38]Bozhou Zhuang
, Anna Arcaro, Bora Gencturk, Roger G. Ghanem:
Machine learning-aided damage identification of mock-up spent nuclear fuel assemblies in a sealed dry storage canister. Eng. Appl. Artif. Intell. 128: 107484 (2024)- [j37]Anna Arcaro, Bozhou Zhuang, Bora Gencturk, Roger G. Ghanem:
Damage detection and localization in sealed spent nuclear fuel dry storage canisters using multi-task machine learning classifiers. Reliab. Eng. Syst. Saf. 252: 110446 (2024) - [i7]Christian Soize, Roger G. Ghanem:
Transient anisotropic kernel for probabilistic learning on manifolds. CoRR abs/2407.21435 (2024) - 2023
- [j36]Zhiheng Wang, Philippe Hawi, Sami F. Masri, Venkat Aitharaju, Roger G. Ghanem:
Stochastic multiscale modeling for quantifying statistical and model errors with application to composite materials. Reliab. Eng. Syst. Saf. 235: 109213 (2023) - 2022
- [j35]Ruda Zhang, Roger G. Ghanem:
Drivers Learn City-Scale Intra-Daily Dynamic Equilibrium. IEEE Trans. Intell. Transp. Syst. 23(9): 15278-15287 (2022) - [i6]Xiaoshu Zeng, Roger G. Ghanem:
Projection pursuit adaptation on polynomial chaos expansions. CoRR abs/2211.13420 (2022) - 2021
- [j34]Ruda Zhang, Roger G. Ghanem:
Normal-Bundle Bootstrap. SIAM J. Math. Data Sci. 3(2): 573-592 (2021) - [c8]Waad Subber, Piyush Pandita, Sayan Ghosh, Genghis Khan, Liping Wang, Roger G. Ghanem:
Data-based Discovery of Governing Equations. AAAI Spring Symposium: MLPS 2021 - 2020
- [j33]Christian Soize, Roger G. Ghanem, Christophe Desceliers:
Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset. Stat. Comput. 30(5): 1433-1457 (2020) - [j32]Ruda Zhang, Roger G. Ghanem:
Demand, Supply, and Performance of Street-Hail Taxi. IEEE Trans. Intell. Transp. Syst. 21(10): 4123-4132 (2020) - [i5]Ruda Zhang, Roger G. Ghanem:
Normal-bundle Bootstrap. CoRR abs/2007.13869 (2020) - [i4]Christian Soize, Roger G. Ghanem:
Probabilistic learning on manifolds constrained by nonlinear partial differential equations for small datasets. CoRR abs/2010.14324 (2020) - [i3]Waad Subber, Piyush Pandita, Sayan Ghosh, Genghis Khan, Liping Wang, Roger G. Ghanem:
Data-based Discovery of Governing Equations. CoRR abs/2012.06036 (2020)
2010 – 2019
- 2019
- [j31]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) - [j30]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) - [j29]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) - [i2]Steven Atkinson, Waad Subber, Liping Wang, Genghis Khan, Philippe Hawi, Roger G. Ghanem:
Data-driven discovery of free-form governing differential equations. CoRR abs/1910.05117 (2019) - [i1]Christian Soize, Roger G. Ghanem:
Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset. CoRR abs/1910.12717 (2019) - 2018
- [j28]Panagiotis Tsilifis, William J. Browning, Thomas E. Wood, Paul K. Newton, Roger G. Ghanem:
The Stochastic Quasi-chemical Model for Bacterial Growth: Variational Bayesian Parameter Update. J. Nonlinear Sci. 28(1): 371-393 (2018) - 2017
- [j27]Roger G. Ghanem, Xiaoping Du:
Uncertainty quantification for engineering design. Artif. Intell. Eng. Des. Anal. Manuf. 31(2): 119 (2017) - [j26]Roger G. Ghanem, Xiaoping Du:
Uncertainty quantification for engineering design. Artif. Intell. Eng. Des. Anal. Manuf. 31(3): 222 (2017) - [j25]Charanraj Thimmisetty, Panagiotis Tsilifis, Roger G. Ghanem:
Homogeneous chaos basis adaptation for design optimization under uncertainty: Application to the oil well placement problem. Artif. Intell. Eng. Des. Anal. Manuf. 31(3): 265-276 (2017) - [j24]Christian Soize, Roger G. Ghanem:
Polynomial chaos representation of databases on manifolds. J. Comput. Phys. 335: 201-221 (2017) - [j23]Panagiotis Tsilifis, Roger G. Ghanem:
Reduced Wiener Chaos representation of random fields via basis adaptation and projection. J. Comput. Phys. 341: 102-120 (2017) - [j22]Panagiotis Tsilifis, Roger G. Ghanem, Paris Hajali:
Efficient Bayesian Experimentation Using an Expected Information Gain Lower Bound. SIAM/ASA J. Uncertain. Quantification 5(1): 30-62 (2017) - 2016
- [j21]Christian Soize, Roger G. Ghanem:
Data-driven probability concentration and sampling on manifold. J. Comput. Phys. 321: 242-258 (2016) - 2015
- [j20]Roger G. Ghanem, Iman Yadegaran, Charan Thimmisetty, Vahid Keshavarzzadeh, Sami F. Masri, John R. Red-Horse, Robert D. Moser, Todd A. Oliver, Pol D. Spanos, Osama J. Aldraihem:
Probabilistic Approach to NASA Langley Research Center Multidisciplinary Uncertainty Quantification Challenge Problem. J. Aerosp. Inf. Syst. 12(1): 170-188 (2015) - 2014
- [j19]Ramakrishna Tipireddy, Roger G. Ghanem:
Basis adaptation in homogeneous chaos spaces. J. Comput. Phys. 259: 304-317 (2014) - [j18]Bedrich Sousedík, Roger G. Ghanem, Eric T. Phipps:
Hierarchical Schur complement preconditioner for the stochastic Galerkin finite element methods : Dedicated to Professor Ivo Marek on the occasion of his 80th birthday. Numer. Linear Algebra Appl. 21(1): 136-151 (2014) - [c7]Charanraj Thimmisetty, Arman Khodabakhshnejad, Nima Jabbari, Fred Aminzadeh, Roger G. Ghanem, Kelly Rose, Jennifer R. Bauer, Corinne Disenhof:
Multiscale Stochastic Representation in High-Dimensional Data Using Gaussian Processes with Implicit Diffusion Metrics. DyDESS 2014: 157-166 - 2013
- [j17]Paul M. Torrens, Ioannis G. Kevrekidis, Roger G. Ghanem, Yu Zou:
Simple Urban Simulation Atop Complicated Models: Multi-Scale Equation-Free Computing of Sprawl Using Geographic Automata. Entropy 15(7): 2606-2634 (2013) - [j16]Maarten Arnst, Christian Soize, Roger G. Ghanem:
Hybrid Sampling/Spectral Method for Solving Stochastic Coupled Problems. SIAM/ASA J. Uncertain. Quantification 1(1): 218-243 (2013) - 2012
- [j15]Yu Zou, Paul M. Torrens, Roger G. Ghanem, Ioannis G. Kevrekidis:
Accelerating agent-based computation of complex urban systems. Int. J. Geogr. Inf. Sci. 26(10): 1917-1937 (2012) - 2010
- [j14]Sonjoy Das, James C. Spall, Roger G. Ghanem:
Efficient Monte Carlo computation of Fisher information matrix using prior information. Comput. Stat. Data Anal. 54(2): 272-289 (2010) - [j13]Maarten Arnst, Roger G. Ghanem, Christian Soize:
Identification of Bayesian posteriors for coefficients of chaos expansions. J. Comput. Phys. 229(9): 3134-3154 (2010)
2000 – 2009
- 2009
- [j12]Sonjoy Das, Roger G. Ghanem, Steven Finette:
Polynomial chaos representation of spatio-temporal random fields from experimental measurements. J. Comput. Phys. 228(23): 8726-8751 (2009) - [j11]Sonjoy Das, Roger G. Ghanem:
A Bounded Random Matrix Approach for Stochastic Upscaling. Multiscale Model. Simul. 8(1): 296-325 (2009) - 2008
- [j10]Sonjoy Das, Roger G. Ghanem, James C. Spall:
Asymptotic Sampling Distribution for Polynomial Chaos Representation from Data: A Maximum Entropy and Fisher Information Approach. SIAM J. Sci. Comput. 30(5): 2207-2234 (2008) - 2007
- [j9]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) - [c6]Sonjoy Das, James C. Spall, Roger G. Ghanem:
An efficient calculation of Fisher information matrix: Monte Carlo approach using prior information. CDC 2007: 963-968 - [c5]Sonjoy Das, James C. Spall, Roger G. Ghanem:
Efficient Monte Carlo computation of Fisher information matrix using prior information. PerMIS 2007: 242-249 - 2006
- [j8]Roger G. Ghanem, Alireza Doostan:
On the construction and analysis of stochastic models: Characterization and propagation of the errors associated with limited data. J. Comput. Phys. 217(1): 63-81 (2006) - [c4]Sonjoy Das, Roger G. Ghanem, James C. Spall:
Asymptotic Sampling Distribution for Polynomial Chaos Representation of Data: A Maximum Entropy and Fisher information approach. CDC 2006: 4139-4144 - [c3]Abhijit Sarkar, Nabil Benabbou, Roger G. Ghanem:
Domain Decompostion Of Stochastic PDEs and its Parallel. HPCS 2006: 17 - [c2]Emad Boctor, Michelle de Oliveira, Michael A. Choti, Roger G. Ghanem, Russell H. Taylor, Gregory D. Hager, Gabor Fichtinger:
Ultrasound Monitoring of Tissue Ablation Via Deformation Model and Shape Priors. MICCAI (2) 2006: 405-412 - 2005
- [j7]Dongbin Xiu, Ioannis G. Kevrekidis, Roger G. Ghanem:
An equation-free, multiscale approach to uncertainty quantification. Comput. Sci. Eng. 7(3): 16-23 (2005) - [j6]Yu Zou, Roger G. Ghanem:
A Multiscale Data Assimilation with the Ensemble Kalman Filter. Multiscale Model. Simul. 3(1): 131-150 (2005) - [j5]Yu Zou, Roger G. Ghanem:
Error Estimation in the Spatial Discretization of Multiscale Bridging Models. Multiscale Model. Simul. 3(4): 940-956 (2005) - 2004
- [j4]Roger G. Ghanem, Steven F. Wojtkiewicz:
Special Issue on Uncertainty Quantification. SIAM J. Sci. Comput. 26(2) (2004) - [j3]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) - [j2]Christian Soize, Roger G. Ghanem:
Physical Systems with Random Uncertainties: Chaos Representations with Arbitrary Probability Measure. SIAM J. Sci. Comput. 26(2): 395-410 (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) - [c1]Roger G. Ghanem, John R. Red-Horse:
Orthogonal representations of stochastic processes and their propagation in mechanics. CDC 2004: 1784-1787
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 21:15 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:
