Roger Ghanem
University of Southern California
H-index: 67
North America-United States
Top articles of Roger Ghanem
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Probabilistic assessment of scalar transport under hydrodynamically unstable flows in heterogeneous porous media | Advances in Water Resources | Alessandra Bonazzi Xiaoshu Zeng Roger Ghanem Birendra Jha Felipe PJ de Barros | 2024/4/19 |
Machine learning-aided damage identification of mock-up spent nuclear fuel assemblies in a sealed dry storage canister | Engineering Applications of Artificial Intelligence | Bozhou Zhuang Anna Arcaro Bora Gencturk Roger Ghanem | 2024/2/1 |
Model Error Quantification in Non-Equilibrium Flows | Mridula Kuppa Narendra Singh Marco Panesi | 2024 | |
Probabilistic-learning-based stochastic surrogate model from small incomplete datasets for nonlinear dynamical systems | Computer Methods in Applied Mechanics and Engineering | Christian Soize Roger Ghanem | 2024/1/1 |
Improving Bayesian networks multifidelity surrogate construction with basis adaptation | Xiaoshu Zeng Gianluca Geraci Alex Gorodetsky John Jakeman Michael S Eldred | 2023 | |
Damage detection of spent nuclear fuel canisters using frequency response functions | Annals of Nuclear Energy | Mehrdad Aghagholizadeh Bora Gencturk Roger Ghanem Anna Arcaro | 2023/6/1 |
Stochastic modeling and statistical calibration with model error and scarce data | Computer Methods in Applied Mechanics and Engineering | Zhiheng Wang Roger Ghanem | 2023/11/1 |
Projection pursuit adaptation on polynomial chaos expansions | Computer Methods in Applied Mechanics and Engineering | Xiaoshu Zeng Roger Ghanem | 2023/2/15 |
Multifidelity uncertainty quantification with models based on dissimilar parameters | Computer Methods in Applied Mechanics and Engineering | Xiaoshu Zeng Gianluca Geraci Michael S Eldred John D Jakeman Alex A Gorodetsky | 2023 |
Cross Scale Simulation of Fiber-Reinforced Composites with Uncertainty in Machine Learning | PROCEEDINGS OF THE AMERICAN SOCIETY FOR COMPOSITES-THIRTY-EIGHTH TECHNICAL CONFERENCE | ZHENGTAO YAO PHILIPPE HAWI VENKAT AITHARAJU JAY MAHISHI ROGER GHANEM | 2023 |
Stochastic framework for optimal control of planetary reentry trajectories under multilevel uncertainties | AIAA Journal | Zhiheng Wang Roger Ghanem | 2023/8 |
A Framework for Design Allowables Accounting for Paucity of Data and Errors in Complex Models | PROCEEDINGS OF THE AMERICAN SOCIETY FOR COMPOSITES-THIRTY-EIGHTH TECHNICAL CONFERENCE | PHILIPPE HAWI ZHENGTAO YAO VENKAT AITHARAJU JAY MAHISHI ROGER GHANEM | 2023 |
Stochastic multiscale modeling for quantifying statistical and model errors with application to composite materials | Reliability Engineering & System Safety | Zhiheng Wang Philippe Hawi Sami Masri Venkat Aitharaju Roger Ghanem | 2023/7/1 |
Uncertainty Analysis Employing Reduced Order Models for Non-Equilibrium Flows | Mridula Kuppa Narendra Singh Przemyslaw Rostkowski Roger Ghanem Marco Panesi | 2023 | |
Updating an uncertain and expensive computational model in structural dynamics based on one single target FRF using a probabilistic learning tool | Computational Mechanics | Olivier Ezvan Christian Soize Christophe Desceliers Roger Ghanem | 2023/6 |
Trajectory design via unsupervised probabilistic learning on optimal manifolds–Corrigendum | Data-Centric Engineering | Cosmin Safta Roger G Ghanem Michael J Grant Michael Sparapany Habib N Najm | 2022/1 |
A functional global sensitivity measure and efficient reliability sensitivity analysis with respect to statistical parameters | Computer Methods in Applied Mechanics and Engineering | Zhiheng Wang Roger Ghanem | 2022/12/1 |
One Dimensional Modelling and Sensitivity Analysis for the ACT-II Facility | Mridula Kuppa Przemyslaw Rostkowski Tonghun Lee Roger Ghanem Marco Panesi | 2022 | |
Multi-fidelity information fusion and resource allocation | John Jakeman Michael Eldred Gianluca Geraci Daniel Seidl Thomas Smith | 2022/9/1 | |
Probabilistic learning and updating of a digital twin for composite material systems | International Journal for Numerical Methods in Engineering | Roger Ghanem Christian Soize Loujaine Mehrez Venkat Aitharaju | 2022/7/15 |
Co-Authors
