A novel approach for the structural identification and monitoring of a full-scale 17-story building based on ambient vibration measurements von Nayeri, Reza D, Masri, Sami F, Ghanem, Roger G, Nigbor, Robert L

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Numerical challenges in the use of polynomial chaos representations for stochastic processes von DEBUSSCHERE, Bert J, NAJM, Habib N, PEBAY, Philippe P, KNIO, Omar M, GHANEM, Roger G, LE MAITRE, Olivier P

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Trajectory design via unsupervised probabilistic learning on optimal manifolds von Safta, Cosmin, Ghanem, Roger G., Grant, Michael J., Sparapany, Michael, Najm, Habib N.

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Compressive sensing adaptation for polynomial chaos expansions von Tsilifis, Panagiotis, Huan, Xun, Safta, Cosmin, Sargsyan, Khachik, Lacaze, Guilhem, Oefelein, Joseph C., Najm, Habib N., Ghanem, Roger G.

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A random matrix approach for quantifying model-form uncertainties in turbulence modeling von Xiao, Heng, Wang, Jian-Xun, Ghanem, Roger G.

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Shape optimization under uncertainty for rotor blades of horizontal axis wind turbines von Keshavarzzadeh, Vahid, Ghanem, Roger G., Tortorelli, Daniel A.

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Trajectory design via unsupervised probabilistic learning on optimal manifolds – Corrigendum von Safta, Cosmin, Ghanem, Roger G., Grant, Michael J., Sparapany, Michael, Najm, Habib N.

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Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset von Soize, Christian, Ghanem, Roger G., Desceliers, Christophe

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On the construction and analysis of stochastic models: Characterization and propagation of the errors associated with limited data von Ghanem, Roger G., Doostan, Alireza

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Stochastic Finite-Element Analysis of Seismic Soil-Structure Interaction von Ghiocel, Dan M, Ghanem, Roger G

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Reduced Wiener Chaos representation of random fields via basis adaptation and projection von Tsilifis, Panagiotis, Ghanem, Roger G.

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Integrated stochastic analysis of fiber composites manufacturing using adapted polynomial chaos expansions von Ghauch, Ziad G., Aitharaju, Venkat, Rodgers, William R., Pasupuleti, Praveen, Dereims, Arnaud, Ghanem, Roger G.

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Stochastic model reduction for chaos representations von Doostan, Alireza, Ghanem, Roger G., Red-Horse, John

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Reduced Chaos decomposition with random coefficients of vector-valued random variables and random fields von Soize, Christian, Ghanem, Roger G.

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Integrated stochastic analysis of fiber composites manufacturing using adapted polynomial chaos expansions von Ghauch, Ziad G., Aitharaju, Venkat, Rodgers, William R., Pasupuleti, Praveen, Dereims, Arnaud, Ghanem, Roger G.

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A probabilistic construction of model validation von Ghanem, Roger G., Doostan, Alireza, Red-Horse, John

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Stochastic representation for anisotropic permeability tensor random fields von Guilleminot, Johann, Soize, Christian, Ghanem, Roger G.

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High-Dimensional Intrinsic Interpolation Using Gaussian Process Regression and Diffusion Maps von Thimmisetty, Charanraj A., Ghanem, Roger G., White, Joshua A., Chen, Xiao

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Uncertainty quantification in reacting-flow simulations through non-intrusive spectral projection von Reagan a, Matthew T., Najm, Habib N., Ghanem, Roger G., Knio, Omar M.

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Uncertainty Quantification in Computational and Prediction Science von Ghanem, Roger G.

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