Roger Ghanem

发表

Stochastic Dimension Reduction Techniques for Uncertainty Quantification of Multiphysics Systems.

Tim Wildey, Paul G. Constantine, Maarten Arnst, 2012 .

Data Refinement for Confidence Management in Model-Based Predictions

Roger Ghanem, 2004 .

Handbook of Uncertainty Quantification

Houman Owhadi, David Higdon, Roger Ghanem, 2017 .

A Method for the Validation of Predictive Computations Using a Stochastic Approach

Roger Ghanem, Manuel Pellissetti, R. Ghanem, 2004 .

Analysis and Reduction of Complex Networks Under Uncertainty.

Roger Ghanem, 2014 .

Efficient Monte Carlo computation of Fisher information matrix using prior information

James C. Spall, Sonjoy Das, Roger Ghanem, 2007, Comput. Stat. Data Anal..

A Probabilistic Framework for the Validation and Certification of Computer Simulations

Omar M. Knio, Roger Ghanem, 2000 .

VALIDATION OF A PROBABILISTIC MODEL FOR MESOSCALE ELASTICITY TENSOR OF RANDOM POLYCRYSTALS

Pedro Peralta, Johann Guilleminot, Arash Noshadravan, 2013 .

Solvers and Preconditioners for Linear Systems of Equations Arising from Stochastic Galerkin Projections Mathematical and Computational Tools for Predictive Simulation of Complex Coupled Systems Under Uncertainty

Ramakrishna Tipireddy, Eric Todd Phipps, Roger Ghanem, 2011 .

Domain decomposition of stochastic PDEs and its parallel implementation

Abhijit Sarkar, Roger Ghanem, Nabil Benabbou, 2006 .

Hybrid Sampling/Spectral Method for Solving Stochastic Coupled Problems

Christian Soize, Maarten Arnst, Roger Ghanem, 2013, SIAM/ASA J. Uncertain. Quantification.

Domain Decomposition of Stochastic Systems

Abhijit Sarkar, Roger Ghanem, Nabil Benabbou, 2006 .

Adaptive polynomial chaos expansions applied to statistics of extremes in nonlinear random vibration

Roger Ghanem, R. Ghanem, R. Li, 1998 .

A stochastic Galerkin expansion for nonlinear random vibration analysis

Pol D. Spanos, Roger Ghanem, R. Ghanem, 1993 .

Detection and simulation of roof-corner pressure transients

Nicholas P. Jones, Chris L. Pettit, Roger Ghanem, 2002 .

Adaptive data refinement in the spectral stochastic finite element method

Roger Ghanem, Manuel Pellissetti, R. Ghanem, 2002 .

Simulation of multi-dimensional non-gaussian non-stationary random fields

Roger Ghanem, Shigehiro Sakamoto, R. Ghanem, 2002 .

Spectral Stochastic Finite-Element Formulation for Reliability Analysis

Pol D. Spanos, Roger Ghanem, R. Ghanem, 1991 .

Identification and prediction of stochastic dynamical systems in a polynomial chaos basis

Sami F. Masri, Raymond W. Wolfe, Roger Ghanem, 2005 .

Scales of fluctuation and the propagation of uncertainty in random porous media

Roger Ghanem, R. Ghanem, 1998 .

Propagation of probabilistic uncertainty in complex physical systems using a stochastic finite element approach

John Red-Horse, Roger Ghanem, R. Ghanem, 1999 .

A multigrid solver for two-dimensional stochastic diffusion equations

Habib N. Najm, Omar M. Knio, Bert J. Debusschere, 2003 .

Galerkin-Based Response Surface Approach for Reliability Analysis

Pol D. Spanos, Roger Ghanem, R. Ghanem, 1990 .

Adaptive control of flow-induced oscillations including vortex effects

Vincenzo Gattulli, Roger Ghanem, R. Ghanem, 1999 .

Stochastic Finite Element Analysis for Multiphase Flow in Heterogeneous Porous Media

Roger Ghanem, R. Ghanem, S. Dham, 1998 .

Numerical solution of spectral stochastic finite element systems

Roger Ghanem, R. Ghanem, R. Kruger, 1996 .

Stochastic Finite-Element Analysis of Soil Layers with Random Interface

Roger Ghanem, R. Ghanem, W. Brzakala, 1996 .

A substructure approach for the midfrequency vibration of stochastic systems.

Roger Ghanem, R. Ghanem, A. Sarkara, 2003, The Journal of the Acoustical Society of America.

Ingredients for a general purpose stochastic finite elements implementation

Roger Ghanem, R. Ghanem, 1999 .

Stochastic Finite Elements with Multiple Random Non-Gaussian Properties

Roger Ghanem, R. Ghanem, 1999 .