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Roger G. Ghanem - Publications

Affiliations: 
Civil Engineering: Doctor of Philosophy University of Southern California, Los Angeles, CA, United States 
Area:
Civil Engineering
Website:
https://viterbi.usc.edu/directory/faculty/Ghanem/Roger
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Year Citation  Score
2020 Zeng X, Ghanem R. Dynamics identification and forecasting of COVID-19 by switching Kalman filters. Computational Mechanics. 1-15. PMID 32904528 DOI: 10.1007/S00466-020-01911-4  0.339
2020 Marmarelis MG, Ghanem RG. Data-driven stochastic optimization on manifolds for additive manufacturing Computational Materials Science. 181: 109750. DOI: 10.1016/J.Commatsci.2020.109750  0.336
2020 Ezvan O, Zeng X, Ghanem R, Gencturk B. Multiscale modal analysis of fully-loaded spent nuclear fuel canisters Computer Methods in Applied Mechanics and Engineering. 367: 113072. DOI: 10.1016/J.Cma.2020.113072  0.334
2020 Soize C, Ghanem RG, Desceliers C. Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset Statistics and Computing. 30: 1433-1457. DOI: 10.1007/S11222-020-09954-6  0.415
2020 Soize C, Ghanem R. Physics‐constrained non‐Gaussian probabilistic learning on manifolds International Journal For Numerical Methods in Engineering. 121: 110-145. DOI: 10.1002/Nme.6202  0.406
2019 Soize C, Ghanem R, Safta C, Huan X, Vane ZP, Oefelein JC, Lacaze G, Najm HN. Enhancing Model Predictability for a Scramjet Using Probabilistic Learning on Manifolds Aiaa Journal. 57: 365-378. DOI: 10.2514/1.J057069  0.324
2019 Zhang R, Ghanem R. Demand, Supply, and Performance of Street-Hail Taxi Ieee Transactions On Intelligent Transportation Systems. 1-10. DOI: 10.1109/Tits.2019.2938762  0.328
2019 Ghanem RG, Soize C, Safta C, Huan X, Lacaze G, Oefelein JC, Najm HN. Design optimization of a scramjet under uncertainty using probabilistic learning on manifolds Journal of Computational Physics. 399: 108930. DOI: 10.1016/J.Jcp.2019.108930  0.344
2019 Soize C, Ghanem RG, Safta C, Huan X, Vane ZP, Oefelein JC, Lacaze G, Najm HN, Tang Q, Chen X. Entropy-based closure for probabilistic learning on manifolds Journal of Computational Physics. 388: 518-533. DOI: 10.1016/J.Jcp.2018.12.029  0.36
2019 Tsilifis P, Huan X, Safta C, Sargsyan K, Lacaze G, Oefelein JC, Najm HN, Ghanem RG. Compressive sensing adaptation for polynomial chaos expansions Journal of Computational Physics. 380: 29-47. DOI: 10.1016/J.Jcp.2018.12.010  0.348
2019 Ghauch ZG, Aitharaju V, Rodgers WR, Pasupuleti P, Dereims A, Ghanem RG. Integrated stochastic analysis of fiber composites manufacturing using adapted polynomial chaos expansions Composites Part a-Applied Science and Manufacturing. 118: 179-193. DOI: 10.1016/J.Compositesa.2018.12.029  0.352
2019 Keshavarzzadeh V, Ghanem RG, Tortorelli DA. Shape optimization under uncertainty for rotor blades of horizontal axis wind turbines Computer Methods in Applied Mechanics and Engineering. 354: 271-306. DOI: 10.1016/J.Cma.2019.05.015  0.358
2018 Tsilifis P, Ghanem RG. Bayesian adaptation of chaos representations using variational inference and sampling on geodesics. Proceedings of the Royal Society a: Mathematical, Physical and Engineering Sciences. 474: 20180285. PMID 30333707 DOI: 10.1098/Rspa.2018.0285  0.348
2018 Thimmisetty CA, Ghanem RG, White JA, Chen X. High-Dimensional Intrinsic Interpolation Using Gaussian Process Regression and Diffusion Maps Mathematical Geosciences. 50: 77-96. DOI: 10.1007/S11004-017-9705-Y  0.377
2018 Mehrez L, Fish J, Aitharaju V, Rodgers WR, Ghanem R. A PCE-based multiscale framework for the characterization of uncertainties in complex systems Computational Mechanics. 61: 219-236. DOI: 10.1007/S00466-017-1502-4  0.431
2018 Tsilifis P, Browning WJ, Wood TE, Newton PK, Ghanem RG. The Stochastic Quasi-chemical Model for Bacterial Growth: Variational Bayesian Parameter Update Journal of Nonlinear Science. 28: 371-393. DOI: 10.1007/S00332-017-9411-4  0.408
2017 Tsilifis P, Ghanem RG. Reduced Wiener Chaos representation of random fields via basis adaptation and projection Journal of Computational Physics. 341: 102-120. DOI: 10.1016/J.Jcp.2017.04.009  0.379
2017 Soize C, Ghanem RG. Polynomial chaos representation of databases on manifolds Journal of Computational Physics. 335: 201-221. DOI: 10.1016/J.Jcp.2017.01.031  0.381
2017 Xiao H, Wang J, Ghanem RG. A random matrix approach for quantifying model-form uncertainties in turbulence modeling Computer Methods in Applied Mechanics and Engineering. 313: 941-965. DOI: 10.1016/J.Cma.2016.10.025  0.416
2017 Bassamzadeh N, Ghanem R. Multiscale stochastic prediction of electricity demand in smart grids using Bayesian networks Applied Energy. 193: 369-380. DOI: 10.1016/J.Apenergy.2017.01.017  0.377
2017 Ghanem R, Soize C. Probabilistic Nonconvex Constrained Optimization with Fixed Number of Function Evaluations Submitted to the editors August 4 2016. International Journal For Numerical Methods in Engineering. DOI: 10.1002/Nme.5632  0.407
2016 Soize C, Ghanem R. Data-driven probability concentration and sampling on manifold Journal of Computational Physics. 321: 242-258. DOI: 10.1016/J.Jcp.2016.05.044  0.424
2015 Ghanem R, Yadegaran I, Thimmisetty C, Keshavarzzadeh V, Masri S, Red-Horse J, Moser R, Oliver T, Spanos P, Aldraihem OJ. Probabilistic approach to NASA Langley Research Center Multidisciplinary Uncertainty Quantification Challenge Problem Journal of Aerospace Information Systems. 12: 170-188. DOI: 10.2514/1.I010271  0.605
2015 Ghanem R, Soize C. Remarks On Stochastic Properties Of Materials Through Finite Deformations International Journal For Multiscale Computational Engineering. 13: 367-374. DOI: 10.1615/Intjmultcompeng.2015013959  0.303
2015 Meidani H, Ghanem R. Random Markov decision processes for sustainable infrastructure systems Structure and Infrastructure Engineering. 11: 655-667. DOI: 10.1080/15732479.2014.893445  0.721
2015 Sargsyan K, Najm HN, Ghanem R. On the Statistical Calibration of Physical Models: STATISTICAL CALIBRATION OF PHYSICAL MODELS International Journal of Chemical Kinetics. 47: 246-276. DOI: 10.1002/Kin.20906  0.407
2014 Comboul M, Ghanem R. Multiscale modeling for stochastic forest dynamics International Journal For Multiscale Computational Engineering. 12: 319-329. DOI: 10.1615/Intjmultcompeng.2014010276  0.752
2014 Sousedík B, Ghanem RG. Truncated hierarchical preconditioning for the stochastic Galerkin fem International Journal For Uncertainty Quantification. 4: 333-348. DOI: 10.1615/Int.J.Uncertaintyquantification.2014007353  0.394
2014 Lakeland DL, Rechenmacher A, Ghanem R. Towards a complete model of soil liquefaction: The importance of fluid flow and grain motion Proceedings of the Royal Society a: Mathematical, Physical and Engineering Sciences. 470. DOI: 10.1098/Rspa.2013.0453  0.747
2014 Tipireddy R, Ghanem R. Basis adaptation in homogeneous chaos spaces Journal of Computational Physics. 259: 304-317. DOI: 10.1016/J.Jcp.2013.12.009  0.754
2014 Bassamzadeh N, Ghanem R, Lu S, Kazemitabar SJ. Robust scheduling of smart appliances with uncertain electricity prices in a heterogeneous population Energy and Buildings. 84: 537-547. DOI: 10.1016/J.Enbuild.2014.08.035  0.36
2014 Keshavarzzadeh V, Ghanem RG, Masri SF, Aldraihem OJ. Convergence acceleration of polynomial chaos solutions via sequence transformation Computer Methods in Applied Mechanics and Engineering. 271: 167-184. DOI: 10.1016/J.Cma.2013.12.003  0.345
2014 Arnst M, Ghanem R, Phipps E, Red-Horse J. Reduced chaos expansions with random coefficients in reduced-dimensional stochastic modeling of coupled problems International Journal For Numerical Methods in Engineering. 97: 352-376. DOI: 10.1002/Nme.4595  0.408
2014 Sousedík B, Ghanem RG, Phipps ET. Hierarchical Schur complement preconditioner for the stochastic Galerkin finite element methods: Dedicated to Professor Ivo Marek on the occasion of his 80th birthday Numerical Linear Algebra With Applications. 21: 136-151. DOI: 10.1002/Nla.1869  0.405
2013 Torrens PM, Kevrekidis I, Ghanem R, Zou Y. Simple Urban simulation atop complicated models: Multi-scale Equation-Free computing of sprawl using geographic automata Entropy. 15: 2606-2634. DOI: 10.3390/E15072606  0.339
2013 Noshadravan A, Ghanem R, Guilleminot J, Atodaria I, Peralta P. Validation Of A Probabilistic Model For Mesoscale Elasticity Tensor Of Random Polycrystals International Journal For Uncertainty Quantification. 3: 73-100. DOI: 10.1615/Int.J.Uncertaintyquantification.2012003901  0.775
2013 Noshadravan A, Ghanem R. A probabilistic mesoscale damage detection in polycrystals using a random matrix approach Journal of Intelligent Material Systems and Structures. 24: 1007-1017. DOI: 10.1177/1045389X12473376  0.776
2013 Arnst M, Soize C, Ghanem RG. Hybrid sampling/spectral method for solving stochastic coupled problems Siam/Asa Journal On Uncertainty Quantification. 1: 218-243. DOI: 10.1137/120894403  0.36
2013 Comboul M, Ghanem R. Value of information in the design of resilient water distribution sensor networks Journal of Water Resources Planning and Management. 139: 449-455. DOI: 10.1061/(Asce)Wr.1943-5452.0000259  0.743
2013 Meidani H, Ghanem R. Multiscale Markov models with random transitions for energy demand management Energy and Buildings. 61: 267-274. DOI: 10.1016/J.Enbuild.2013.02.020  0.739
2013 Saad GA, Ghanem RG. Robust Structural Health Monitoring Using a Polynomial Chaos Based Sequential Data Assimilation Technique Computational Methods in Applied Sciences. 26: 203-213. DOI: 10.1007/978-94-007-5134-7_12  0.685
2012 Meidani H, Ghanem R. Uncertainty quantification for Markov chain models. Chaos (Woodbury, N.Y.). 22: 043102. PMID 23278037 DOI: 10.1063/1.4757645  0.705
2012 Arnst M, Ghanem R, Phipps E, Red-Horse J. Measure transformation and efficient quadrature in reduced-dimensional stochastic modeling of coupled problems International Journal For Numerical Methods in Engineering. 92: 1044-1080. DOI: 10.1002/Nme.4368  0.378
2012 Arnst M, Ghanem R, Phipps E, Red-Horse J. Dimension reduction in stochastic modeling of coupled problems International Journal For Numerical Methods in Engineering. 92: 940-968. DOI: 10.1002/Nme.4364  0.337
2012 Ghosh D, Ghanem R. An invariant subspace‐based approach to the random eigenvalue problem of systems with clustered spectrum International Journal For Numerical Methods in Engineering. 91: 378-396. DOI: 10.1002/Nme.4276  0.414
2012 Arnst M, Ghanem R. A variational-inequality approach to stochastic boundary value problems with inequality constraints and its application to contact and elastoplasticity International Journal For Numerical Methods in Engineering. 89: 1665-1690. DOI: 10.1002/Nme.3307  0.374
2012 Guilleminot J, Soize C, Ghanem RG. Stochastic representation for anisotropic permeability tensor random fields International Journal For Numerical and Analytical Methods in Geomechanics. 36: 1592-1608. DOI: 10.1002/Nag.1081  0.449
2011 Noshadravan A, Ghanem R, Peralta P. Characterization of random heterogeneities in polycrystalline microstructures using wave propagation simulation Proceedings of Spie - the International Society For Optical Engineering. 7983. DOI: 10.1117/12.880722  0.772
2011 Bal G, Ghanem R, Langmore I. Large deviation theory for a homogenized and "corrected" elliptic ODE Journal of Differential Equations. 251: 1864-1902. DOI: 10.1016/J.Jde.2011.04.026  0.341
2011 Guilleminot J, Noshadravan A, Soize C, Ghanem RG. A probabilistic model for bounded elasticity tensor random fields with application to polycrystalline microstructures Computer Methods in Applied Mechanics and Engineering. 200: 1637-1648. DOI: 10.1016/J.Cma.2011.01.016  0.776
2011 Das S, Ghanem R. Stochastic Upscaling for Inelastic Material Behavior from Limited Experimental Data Scopus. 443-468. DOI: 10.1007/978-1-4419-0643-4_12  0.642
2010 Arnst M, Ghanem R, Masri S. Maximum entropy approach to the identification of stochastic reduced-order models of nonlinear dynamical systems Aeronautical Journal. 114: 637-650. DOI: 10.1017/S0001924000004115  0.429
2010 Peng YB, Ghanem R, Li J. Polynomial chaos expansions for optimal control of nonlinear random oscillators Journal of Sound and Vibration. 329: 3660-3678. DOI: 10.1016/J.Jsv.2010.03.020  0.366
2010 Hernandez-Garcia MR, Masri SF, Ghanem R, Figueiredo E, Farrar CR. An experimental investigation of change detection in uncertain chain-like systems Journal of Sound and Vibration. 329: 2395-2409. DOI: 10.1016/J.Jsv.2009.12.024  0.348
2010 Arnst M, Ghanem R, Soize C. Identification of Bayesian posteriors for coefficients of chaos expansions Journal of Computational Physics. 229: 3134-3154. DOI: 10.1016/J.Jcp.2009.12.033  0.421
2010 Hernandez-Garcia MR, Masri SF, Ghanem R, Figueiredo E, Farrar CR. A structural decomposition approach for detecting, locating, and quantifying nonlinearities in chain-like systems Structural Control and Health Monitoring. 17: 761-777. DOI: 10.1002/Stc.396  0.305
2009 Ghanem R, Das S. Hybrid Representations of Coupled Nonparametric and Parametric Models for Dynamic Systems Aiaa Journal. 47: 1035-1044. DOI: 10.2514/1.39591  0.676
2009 Arnst M, Ghanem R. Probabilistic Electromechanical Modeling of Nanostructures with Random Geometry Journal of Computational and Theoretical Nanoscience. 6: 2256-2272. DOI: 10.1166/Jctn.2009.1283  0.387
2009 Ghanem R. A Special Section on Uncertainty Quantification in Nanoscale Modeling Journal of Computational and Theoretical Nanoscience. 6: 2255-2255. DOI: 10.1166/Jctn.2009.1282  0.315
2009 Das S, Ghanem RG. A Bounded Random Matrix Approach for Stochastic Upscaling Multiscale Modeling & Simulation. 8: 296-325. DOI: 10.1137/090747713  0.651
2009 Saad G, Ghanem R. Characterization of reservoir simulation models using a polynomial chaos‐based ensemble Kalman filter Water Resources Research. 45. DOI: 10.1029/2008Wr007148  0.724
2009 Chen J, Ghanem R, Li J. Partition of the probability-assigned space in probability density evolution analysis of nonlinear stochastic structures Probabilistic Engineering Mechanics. 24: 27-42. DOI: 10.1016/J.Probengmech.2007.12.017  0.373
2009 Das S, Ghanem R, Finette S. Polynomial chaos representation of spatio-temporal random fields from experimental measurements Journal of Computational Physics. 228: 8726-8751. DOI: 10.1016/J.Jcp.2009.08.025  0.639
2009 Soize C, Ghanem RG. Reduced Chaos decomposition with random coefficients of vector-valued random variables and random fields Computer Methods in Applied Mechanics and Engineering. 198: 1926-1934. DOI: 10.1016/J.Cma.2008.12.035  0.428
2009 Masri SF, Ghanem R, Arrate F, Caffrey JP. A data-based procedure for analyzing the response of uncertain nonlinear systems Structural Control and Health Monitoring. 16: 724-750. DOI: 10.1002/Stc.322  0.4
2009 Red-Horse JR, Ghanem RG. Elements of a function analytic approach to probability International Journal For Numerical Methods in Engineering. 80: 689-716. DOI: 10.1002/Nme.2643  0.396
2009 Sarkar A, Benabbou N, Ghanem R. Domain decomposition of stochastic PDEs: Theoretical formulations International Journal For Numerical Methods in Engineering. 77: 689-701. DOI: 10.1002/Nme.2431  0.397
2008 Masri SF, Ghanem R, Govindan R, Nayeri R. A decentralized procedure for structural health monitoring of uncertain nonlinear systems provided with dense active sensor arrays Smart Materials and Structures. 17. DOI: 10.1088/0964-1726/17/4/045024  0.353
2008 Nayeri RD, Masri SF, Ghanem RG, Nigbor RL. A novel approach for the structural identification and monitoring of a full-scale 17-story building based on ambient vibration measurements Smart Materials and Structures. 17. DOI: 10.1088/0964-1726/17/2/025006  0.382
2008 Arnst M, Ghanem R. Probabilistic equivalence and stochastic model reduction in multiscale analysis Computer Methods in Applied Mechanics and Engineering. 197: 3584-3592. DOI: 10.1016/J.Cma.2008.03.016  0.442
2008 Ghanem RG, Doostan A, Red-Horse J. A probabilistic construction of model validation Computer Methods in Applied Mechanics and Engineering. 197: 2585-2595. DOI: 10.1016/J.Cma.2007.08.029  0.458
2008 To AC, Liu WK, Olson GB, Belytschko T, Chen W, Shephard MS, Chung YW, Ghanem R, Voorhees PW, Seidman DN, Wolverton C, Chen JS, Moran B, Freeman AJ, Tian R, et al. Materials integrity in microsystems: A framework for a petascale predictive-science-based multiscale modeling and simulation system Computational Mechanics. 42: 485-510. DOI: 10.1007/S00466-008-0267-1  0.37
2008 Ghosh D, Ghanem R. Stochastic convergence acceleration through basis enrichment of polynomial chaos expansions International Journal For Numerical Methods in Engineering. 73: 162-184. DOI: 10.1002/Nme.2066  0.426
2007 Le Maître OP, Najm HN, Pébay PP, Ghanem RG, Knio OM. Multi-resolution-analysis scheme for uncertainty quantification in chemical systems Siam Journal On Scientific Computing. 29: 864-889. DOI: 10.1137/050643118  0.364
2007 Ghanem R, Saad G, Doostan A. Efficient solution of stochastic systems: Application to the embankment dam problem Structural Safety. 29: 238-251. DOI: 10.1016/J.Strusafe.2006.07.015  0.725
2007 Das S, Spall JC, Ghanem R. Efficient Monte Carlo computation of fisher information matrix using prior information Performance Metrics For Intelligent Systems (Permis) Workshop. 256-263. DOI: 10.1016/J.Csda.2009.09.018  0.653
2007 Doostan A, Ghanem RG, Red-Horse J. Stochastic model reduction for chaos representations Computer Methods in Applied Mechanics and Engineering. 196: 3951-3966. DOI: 10.1016/J.Cma.2006.10.047  0.418
2007 Desceliers C, Soize C, Ghanem R. Identification of Chaos Representations of Elastic Properties of Random Media Using Experimental Vibration Tests Computational Mechanics. 39: 831-838. DOI: 10.1007/S00466-006-0072-7  0.368
2007 Ghanem R, Ghosh D. Efficient characterization of the random eigenvalue problem in a polynomial chaos decomposition International Journal For Numerical Methods in Engineering. 72: 486-504. DOI: 10.1002/Nme.2025  0.398
2006 Moon SJ, Ghanem R, Kevrekidis IG. Coarse graining the dynamics of coupled oscillators. Physical Review Letters. 96: 144101. PMID 16712078 DOI: 10.1103/Physrevlett.96.144101  0.301
2006 Masri SF, Ghanem R, Arrate F, Caffrey JP. Stochastic nonparametric models of uncertain hysteretic oscillators Aiaa Journal. 44: 2319-2330. DOI: 10.2514/1.19859  0.409
2006 Shi J, Ghanem R. A Stochastic Nonlocal Model for Materials with Multiscale Behavior International Journal For Multiscale Computational Engineering. 4: 501-520. DOI: 10.1615/Intjmultcompeng.V4.I4.70  0.325
2006 Das S, Ghanem R, Spall JC. Asymptotic sampling distribution for polynomial chaos representation of data: A maximum entropy and fisher information approach Proceedings of the Ieee Conference On Decision and Control. 4139-4144. DOI: 10.1137/060652105  0.636
2006 Faverjon B, Ghanem R. Stochastic inversion in acoustic scattering Journal of the Acoustical Society of America. 119: 3577-3588. DOI: 10.1121/1.2200149  0.412
2006 Zou Y, Kevrekidis IG, Ghanem RG. Equation-free particle-based computations: Coarse projective integration and coarse dynamic renormalization in 2D Industrial and Engineering Chemistry Research. 45: 7002-7014. DOI: 10.1021/Ie0512688  0.317
2006 Ghanem RG, Doostan A. On the construction and analysis of stochastic models: Characterization and propagation of the errors associated with limited data Journal of Computational Physics. 217: 63-81. DOI: 10.1016/J.Jcp.2006.01.037  0.445
2006 Ghanem R, Ferro G. Health monitoring for strongly non‐linear systems using the Ensemble Kalman filter Structural Control & Health Monitoring. 13: 245-259. DOI: 10.1002/Stc.139  0.343
2006 Desceliers C, Ghanem R, Soize C. Maximum likelihood estimation of stochastic chaos representations from experimental data International Journal For Numerical Methods in Engineering. 66: 978-1001. DOI: 10.1002/Nme.1576  0.389
2005 Ghosh D, Ghanem RG, Red-Horse J. Analysis of Eigenvalues and Modal Interaction of Stochastic Systems Aiaa Journal. 43: 2196-2201. DOI: 10.2514/1.8786  0.37
2005 Ghanem RG, Wojtkiewicz SF. Special issue on uncertainty quantification Siam Journal On Scientific Computing. 26. DOI: 10.1137/Sjoce3000026000002000Vii000001  0.323
2005 Zou Y, Ghanem RG. Error Estimation in the Spatial Discretization of Multiscale Bridging Models Multiscale Modeling & Simulation. 3: 940-956. DOI: 10.1137/030601958  0.393
2005 Zou Y, Ghanem RG. A Multiscale Data Assimilation with the Ensemble Kalman Filter Multiscale Modeling & Simulation. 3: 131-150. DOI: 10.1137/030601168  0.339
2005 Manohar CS, Ghanem R. Multivariate probability distribution of ordered peaks of vector Gaussian random processes Probabilistic Engineering Mechanics. 20: 87-96. DOI: 10.1016/J.Probengmech.2004.07.002  0.402
2005 Ghanem R, Masri S, Pellissetti M, Wolfe R. Identification and prediction of stochastic dynamical systems in a polynomial chaos basis Computer Methods in Applied Mechanics and Engineering. 194: 1641-1654. DOI: 10.1016/J.Cma.2004.05.031  0.43
2005 Desceliers C, Ghanem R, Soize C. Polynomial chaos representation of a stochastic preconditioner International Journal For Numerical Methods in Engineering. 64: 618-634. DOI: 10.1002/Nme.1382  0.377
2005 Reagan MT, Najm HN, Pébay PP, Knio OM, Ghanem RG. Quantifying uncertainty in chemical systems modeling International Journal of Chemical Kinetics. 37: 368-382. DOI: 10.1002/Kin.20081  0.38
2004 Pellissetti M, Ghanem R. A Method for the Validation of Predictive Computations Using a Stochastic Approach Journal of Offshore Mechanics and Arctic Engineering-Transactions of the Asme. 126: 227-234. DOI: 10.1115/1.1782915  0.316
2004 Reagan MT, Najm HN, Debusschere BJ, Le Maître OP, Knio OM, Ghanem RG. Spectral stochastic uncertainty quantification in chemical systems Combustion Theory and Modelling. 8: 607-632. DOI: 10.1088/1364-7830/8/3/010  0.433
2004 Le Maître OP, Najm HN, Ghanem RG, Knio OM. Multi-resolution analysis of Wiener-type uncertainty propagation schemes Journal of Computational Physics. 197: 502-531. DOI: 10.1016/J.Jcp.2003.12.020  0.41
2004 Le Mat̂re OP, Knio OM, Najm HN, Ghanem RG. Uncertainty propagation using Wiener-Haar expansions Journal of Computational Physics. 197: 28-57. DOI: 10.1016/J.Jcp.2003.11.033  0.431
2004 Jardak M, Ghanem RG. Spectral stochastic homogenization of divergence-type PDEs Computer Methods in Applied Mechanics and Engineering. 193: 429-447. DOI: 10.1016/J.Cma.2003.05.001  0.401
2003 Sarkar A, Ghanem R. A substructure approach for the midfrequency vibration of stochastic systems. Journal of the Acoustical Society of America. 113: 1922-1934. PMID 12703704 DOI: 10.1121/1.1558374  0.397
2003 Ghanem R, Sarkar A. Reduced models for the medium-frequency dynamics of stochastic systems. The Journal of the Acoustical Society of America. 113: 834-46. PMID 12597178 DOI: 10.1121/1.1538246  0.333
2003 Debusschere BJ, Najm HN, Matta A, Knio OM, Ghanem RG, Le Maître OP. Protein labeling reactions in electrochemical microchannel flow: Numerical simulation and uncertainty propagation Physics of Fluids. 15: 2238-2250. DOI: 10.1063/1.1582857  0.388
2003 Kanj M, Abousleiman Y, Ghanem R. Poromechanics of Anisotropic Hollow Cylinders Journal of Engineering Mechanics. 129: 1277-1287. DOI: 10.1061/(Asce)0733-9399(2003)129:11(1277)  0.318
2003 Le Maître OP, Knio OM, Debusschere BJ, Najm HN, Ghanem RG. A multigrid solver for two-dimensional stochastic diffusion equations Computer Methods in Applied Mechanics and Engineering. 192: 4723-4744. DOI: 10.1016/S0045-7825(03)00457-2  0.39
2003 Reagan MT, Najm HN, Ghanem RG, Knio OM. Uncertainty quantification in reacting-flow simulations through non-intrusive spectral projection Combustion and Flame. 132: 545-555. DOI: 10.1016/S0010-2180(02)00503-5  0.383
2002 Ghanem R, Hayek B. Probabilistic Modeling of Flow Over Rough Terrain Journal of Fluids Engineering-Transactions of the Asme. 124: 42-50. DOI: 10.1115/1.1445138  0.416
2002 Sakamoto S, Ghanem R. Polynomial chaos decomposition for the simulation of non-Gaussian nonstationary stochastic processes Journal of Engineering Mechanics. 128: 190-201. DOI: 10.1061/(Asce)0733-9399(2002)128:2(190)  0.356
2002 Ghiocel DM, Ghanem RG. Stochastic finite-element analysis of seismic soil-structure interaction Journal of Engineering Mechanics. 128: 66-77. DOI: 10.1061/(Asce)0733-9399(2002)128:1(66)  0.375
2002 Sakamoto S, Ghanem R. Simulation of multi-dimensional non-gaussian non-stationary random fields Probabilistic Engineering Mechanics. 17: 167-176. DOI: 10.1016/S0266-8920(01)00037-6  0.365
2002 Sarkar A, Ghanem R. Mid-frequency structural dynamics with parameter uncertainty Computer Methods in Applied Mechanics and Engineering. 191: 5499-5513. DOI: 10.1016/S0045-7825(02)00465-6  0.391
2002 Le Matre OP, Reagan MT, Najm HN, Ghanem RG, Knio OM. A stochastic projection method for fluid flow. II. Random process Journal of Computational Physics. 181: 9-44. DOI: 10.1006/Jcph.2002.7104  0.373
2002 Ghanem R, Pellissetti M. Adaptive data refinement in the spectral stochastic finite element method Communications in Numerical Methods in Engineering. 18: 141-151. DOI: 10.1002/Cnm.476  0.364
2001 Ghanem R, Romeo F. A wavelet-based approach for model and parameter identification of non-linear systems International Journal of Non-Linear Mechanics. 36: 835-859. DOI: 10.1016/S0020-7462(00)00050-0  0.409
2001 Le Matre OP, Knio OM, Najm HN, Ghanem RG. A stochastic projection method for fluid flow. I. Basic formulation Journal of Computational Physics. 173: 481-511. DOI: 10.1006/Jcph.2001.6889  0.4
2000 Pellissetti MF, Ghanem RG. Iterative solution of systems of linear equations arising in the context of stochastic finite elements Advances in Engineering Software. 31: 607-616. DOI: 10.1016/S0965-9978(00)00034-X  0.365
2000 Ghanem R, Romeo F. A Wavelet-Based Approach For The Identification Of Linear Time-Varying Dynamical Systems Journal of Sound and Vibration. 234: 555-576. DOI: 10.1006/Jsvi.1999.2752  0.387
1999 Ghanem R. Higher-order sensitivity of heat conduction problems to random data using the spectral stochastic finite element method Journal of Heat Transfer-Transactions of the Asme. 121: 290-299. DOI: 10.1115/1.2825979  0.393
1999 Ghanem R. The Nonlinear Gaussian Spectrum of Log-Normal Stochastic Processes and Variables Journal of Applied Mechanics. 66: 964-973. DOI: 10.1115/1.2791806  0.398
1999 Ghanem RG. Closure to “Discussion of ‘Hybrid Stochastic Finite Elements and Generalized Monte Carlo Simulation’” (1999, ASME J. Appl. Mech., 66, pp. 824) Journal of Applied Mechanics. 66: 824-825. DOI: 10.1115/1.2791767  0.312
1999 Ghanem R. Stochastic Finite Elements with Multiple Random Non-Gaussian Properties Journal of Engineering Mechanics-Asce. 125: 26-40. DOI: 10.1061/(Asce)0733-9399(1999)125:1(26)  0.378
1999 Ghanem R, Red-Horse J. Propagation of probabilistic uncertainty in complex physical systems using a stochastic finite element approach Physica D: Nonlinear Phenomena. 133: 137-144. DOI: 10.1016/S0167-2789(99)00102-5  0.447
1999 Ghanem R. Ingredients for a general purpose stochastic finite elements implementation Computer Methods in Applied Mechanics and Engineering. 168: 19-34. DOI: 10.1016/S0045-7825(98)00106-6  0.346
1998 Ghanem R. Hybrid Stochastic Finite Elements and Generalized Monte Carlo Simulation Journal of Applied Mechanics. 65: 1004-1009. DOI: 10.1115/1.2791894  0.342
1998 Ghanem R. Scales of fluctuation and the propagation of uncertainty in random porous media Water Resources Research. 34: 2123-2136. DOI: 10.1029/98Wr01573  0.408
1998 Ghanem R, Dham S. Stochastic Finite Element Analysis for Multiphase Flow in Heterogeneous Porous Media Transport in Porous Media. 32: 239-262. DOI: 10.1023/A:1006514109327  0.42
1998 Li R, Ghanem R. Adaptive polynomial chaos expansions applied to statistics of extremes in nonlinear random vibration Probabilistic Engineering Mechanics. 13: 125-136. DOI: 10.1016/S0266-8920(97)00020-9  0.414
1998 Ghanem R. Probabilistic characterization of transport in heterogeneous media Computer Methods in Applied Mechanics and Engineering. 158: 199-220. DOI: 10.1016/S0045-7825(97)00250-8  0.406
1997 Ghanem RG, Spanos PD. Spectral techniques for stochastic finite elements Archives of Computational Methods in Engineering. 4: 63-100. DOI: 10.1007/Bf02818931  0.615
1996 Ghanem R, Brzakala W. Stochastic Finite-Element Analysis of Soil Layers with Random Interface Journal of Engineering Mechanics-Asce. 122: 361-369. DOI: 10.1061/(Asce)0733-9399(1996)122:4(361)  0.377
1996 Ghanem RG, Kruger RM. Numerical solution of spectral stochastic finite element systems Computer Methods in Applied Mechanics and Engineering. 129: 289-303. DOI: 10.1016/0045-7825(95)00909-4  0.393
1996 Spanos PD, Tein WY, Ghanem RG. Heuristic spectral estimation of bivariate nonstationary processes Meccanica. 31: 207-218. DOI: 10.1007/Bf00426261  0.565
1995 Shinozuka M, Ghanem R. Structural system identification. II: Experimental verification Journal of Engineering Mechanics. 121: 265-273. DOI: 10.1061/(Asce)0733-9399(1995)121:2(265)  0.342
1995 Ghanem R, Shinozuka M. Structural-system identification. I: Theory Journal of Engineering Mechanics. 121: 255-264. DOI: 10.1061/(Asce)0733-9399(1995)121:2(255)  0.343
1993 Ghanem R, Spanos PD. A stochastic Galerkin expansion for nonlinear random vibration analysis Probabilistic Engineering Mechanics. 8: 255-264. DOI: 10.1016/0266-8920(93)90019-R  0.617
1991 Ghanem RG, Spanos PD. Spectral stochastic finite-element formulation for reliability analysis Journal of Engineering Mechanics. 117: 2351-2372. DOI: 10.1061/(Asce)0733-9399(1991)117:10(2351)  0.643
1990 Ghanem R, Spanos PD. Polynomial Chaos in Stochastic Finite Elements Journal of Applied Mechanics. 57: 197-202. DOI: 10.1115/1.2888303  0.599
1990 Spanos PD, Tein WY, Ghanem R. Frequency domain analysis of marine risers with time dependent tension Applied Ocean Research. 12: 200-210. DOI: 10.1016/S0141-1187(05)80027-6  0.6
1989 Spanos PD, Ghanem R. Stochastic finite element expansion for random media Journal of Engineering Mechanics. 115: 1035-1053. DOI: 10.1061/(Asce)0733-9399(1989)115:5(1035)  0.627
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