Dynamics identification and forecasting of COVID-19 by switching Kalman filters von Zeng, Xiaoshu, Ghanem, Roger

Volltext

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

Volltext

Demand, Supply, and Performance of Street-Hail Taxi von Zhang, Ruda, Ghanem, Roger

Volltext

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.

Volltext

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

Volltext

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

Volltext

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

Volltext

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

Volltext

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.

Volltext

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

Volltext

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

Volltext

An extended polynomial chaos expansion for PDF characterization and variation with aleatory and epistemic uncertainties von Wang, Zhiheng, Ghanem, Roger

Volltext

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

Volltext

A functional global sensitivity measure and efficient reliability sensitivity analysis with respect to statistical parameters von Wang, Zhiheng, Ghanem, Roger

Volltext

Projection pursuit adaptation on polynomial chaos expansions von Zeng, Xiaoshu, Ghanem, Roger

Volltext

Multiscale stochastic prediction of electricity demand in smart grids using Bayesian networks von Bassamzadeh, Nastaran, Ghanem, Roger

Volltext

Towards a complete model of soil liquefaction: the importance of fluid flow and grain motion von Lakeland, Daniel L., Rechenmacher, Amy, Ghanem, Roger

Volltext

Probabilistic-learning-based stochastic surrogate model from small incomplete datasets for nonlinear dynamical systems von Soize, Christian, Ghanem, Roger

Volltext

Stochastic modeling and statistical calibration with model error and scarce data von Wang, Zhiheng, Ghanem, Roger

Volltext

Basis adaptation in homogeneous chaos spaces von Tipireddy, Ramakrishna, Ghanem, Roger

Volltext