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R

Roger Ghanem

university of southern california

64H-index
413Paper Count
2.0WCitation Count
Published Papers 78
Publication Date
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Enabling probabilistic learning on manifolds through double diffusion maps
errJournal of Computational Physics
IF3.8
err2026-01-09
err0
PREAI
errDimitris G. Giovanis; Nikolaos Evangelou; Ioannis G. Kevrekidis; Roger G. Ghanem
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Dimension reduction for efficient Bayesian inference of high-dimensional quantity of interest problems with parametric and nonparametric uncertainties
errReliability Engineering & System Safety
IF11
err2025-09-29
err0
PREAI
errXiaoshu Zeng; Roger Ghanem; Bora Gencturk; Olivier Ezvan
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Stochastic operator learning for chemistry in non-equilibrium flows
errJournal of Computational Physics
IF3.8
err2025-09-18
err0
PREAI
errMridula Kuppa; Roger Ghanem; Marco Panesi
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Anomaly detection in sealed spent nuclear fuel canisters using unsupervised machine learning
errStructural Health Monitoring
IF0
err2025-09-17
err0
PREAI
errAnna Arcaro; Bora Gencturk; Roger Ghanem
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errSave
Microstructure characterization in thermal barrier coatings using Sparse Polynomial Chaos Classifiers and Global Sensitivity Analysis
errReliability Engineering & System Safety
IF11
err2025-07-30
err0
PREAI
errPanagiotis Tsilifis; Roger Ghanem; Ryan Jacobs
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errSave
Generative learning of densities on manifolds
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-07-30
err0
PREAI
errDimitris G. Giovanis; Ellis Crabtree; Roger G. Ghanem; Ioannis G. Kevrekidis
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Effect of experimental noise on internal damage detection of sealed spent nuclear fuel canisters
errEngineering with Computers
IF4.9
err2025-06-28
err0
errOAAI
errAnna Arcaro; Bora Gencturk; Roger Ghanem; Bozhou Zhuang
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Perspective: Protecting Humanity from Weather-Related Hazards in a Changing Climate
errengineering fracture mechanics
IF3.2
err2025-06-01
err0
PREAI
errDeodatis, George; Ghanem, Roger
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Boosting efficiency and reducing graph reliance: Basis adaptation integration in Bayesian multi-fidelity networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-03-01
err0
PREAI
errZeng, Xiaoshu; Geraci, Gianluca; Gorodetsky, Alex A.; Jakeman, John D.; Ghanem, Roger
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Data-driven projection pursuit adaptation of polynomial chaos expansions for dependent high-dimensional parameters
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-01-01
err0
PREAI
errZeng, Xiaoshu; Ghanem, Roger
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Joint probabilistic modelling and sampling from small data via probabilistic learning on manifolds and decoupled multi-probability density evolution method
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2025-01-01
err0
PREAI
errWan, Zhiqiang; Lyu, Meng-ze; Hong, Xu; Song, Yupeng; Chen, Jianbing; Ghanem, Roger
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Transient anisotropic kernel for probabilistic learning on manifolds
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-12-01
err0
errOAAI
errSoize, Christian; Ghanem, Roger
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errSave
Damage detection and localization in sealed spent nuclear fuel dry storage canisters using multi-task machine learning classifiers
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-12-01
err0
errOAAI
errArcaro, Anna; Zhuang, Bozhou; Gencturk, Bora; Ghanem, Roger
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errSave
Probabilistic assessment of scalar transport under hydrodynamically unstable flows in heterogeneous porous media
errADVANCES IN WATER RESOURCES
IF4.2
err2024-06-01
err1
PREAI
errBonazzi, Alessandra; Zeng, Xiaoshu; Ghanem, Roger; Jha, Birendra; de Barros, Felipe P. J.
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Probabilistic-learning-based stochastic surrogate model from small incomplete datasets for nonlinear dynamical systems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-01-01
err7
errOAAI
errSoize, Christian; Ghanem, Roger
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errSave
Stochastic modeling and statistical calibration with model error and scarce data
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-11-01
err6
errOAAI
errWang, Zhiheng; Ghanem, Roger
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errSave
Stochastic multiscale modeling for quantifying statistical and model errors with application to composite materials
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2023-07-01
err15
errOAAI
errWang, Zhiheng; Hawi, Philippe; Masri, Sami; Aitharaju, Venkat; Ghanem, Roger
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Updating an uncertain and expensive computational model in structural dynamics based on one single target FRF using a probabilistic learning tool
errCOMPUTATIONAL MECHANICS
IF3.8
err2023-03-20
err7
PREAI
errEzvan, O.; Soize, C.; Desceliers, C.; Ghanem, R.
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errSave
Projection pursuit adaptation on polynomial chaos expansions
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-02-01
err12
errOAAI
errZeng, Xiaoshu; Ghanem, Roger
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errSave
A functional global sensitivity measure and efficient reliability sensitivity analysis with respect to statistical parameters
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-12-01
err28
errOAAI
errWang, Zhiheng; Ghanem, Roger
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Ted Belytschko
H-index: 139 · Papers: 714
C
Chris Wolverton
H-index: 111 · Papers: 1.2K
A
A. J. Freeman
H-index: 110 · Papers: 1.3K
W
Wing Kam Liu
H-index: 98 · Papers: 523
D
David N. Seidman
H-index: 82 · Papers: 654
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