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R

Roger Ghanem

university of southern california

64H指数
413论文数
2.0W被引数
收录论文 78
发表时间
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Enabling probabilistic learning on manifolds through double diffusion maps通过双扩散映射实现流形上的概率学习
errJournal of Computational Physics
IF3.8
err2026-01-09
err0
PREAI
errDimitris G. Giovanis; Nikolaos Evangelou; Ioannis G. Kevrekidis; Roger G. Ghanem
err分享
err收藏
Dimension reduction for efficient Bayesian inference of high-dimensional quantity of interest problems with parametric and nonparametric uncertainties高维量感兴趣问题中，针对参数和非参数不确定性的高效贝叶斯推断的降维方法
errReliability Engineering & System Safety
IF11
err2025-09-29
err0
PREAI
errXiaoshu Zeng; Roger Ghanem; Bora Gencturk; Olivier Ezvan
err分享
err收藏
Stochastic operator learning for chemistry in non-equilibrium flows非平衡流中的化学随机算子学习
errJournal of Computational Physics
IF3.8
err2025-09-18
err0
PREAI
errMridula Kuppa; Roger Ghanem; Marco Panesi
err分享
err收藏
Anomaly detection in sealed spent nuclear fuel canisters using unsupervised machine learning利用无监督机器学习对密封的乏核燃料容器进行异常检测
errStructural Health Monitoring
IF0
err2025-09-17
err0
PREAI
errAnna Arcaro; Bora Gencturk; Roger Ghanem
err分享
err收藏
Microstructure characterization in thermal barrier coatings using Sparse Polynomial Chaos Classifiers and Global Sensitivity Analysis热障涂层微观结构表征：基于稀疏多项式混沌分类器和全局敏感性分析
errReliability Engineering & System Safety
IF11
err2025-07-30
err0
PREAI
errPanagiotis Tsilifis; Roger Ghanem; Ryan Jacobs
err分享
err收藏
Generative learning of densities on manifolds流形上的密度生成学习
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
err分享
err收藏
Effect of experimental noise on internal damage detection of sealed spent nuclear fuel canisters实验噪声对密封乏燃料罐内部损伤检测的影响
errEngineering with Computers
IF4.9
err2025-06-28
err0
errOAAI
errAnna Arcaro; Bora Gencturk; Roger Ghanem; Bozhou Zhuang
err分享
err收藏
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
err分享
err收藏
Boosting efficiency and reducing graph reliance: Basis adaptation integration in Bayesian multi-fidelity networks提升效率并降低图依赖性：贝叶斯多 fidelity 网络中的基适应集成
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Transient anisotropic kernel for probabilistic learning on manifolds流形上概率学习的瞬态各向异性核
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-12-01
err0
errOAAI
errSoize, Christian; Ghanem, Roger
err分享
err收藏
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
err分享
err收藏
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.
err分享
err收藏
Probabilistic-learning-based stochastic surrogate model from small incomplete datasets for nonlinear dynamical systems基于概率学习的非线性动力系统小不完整数据集的随机代理模型
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-01-01
err7
errOAAI
errSoize, Christian; Ghanem, Roger
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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.
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
T
Ted Belytschko
H 指数: 139 · 论文数: 714
C
Chris Wolverton
H 指数: 111 · 论文数: 1.2K
A
A. J. Freeman
H 指数: 110 · 论文数: 1.3K
W
Wing Kam Liu
H 指数: 98 · 论文数: 523
D
David N. Seidman
H 指数: 82 · 论文数: 654
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