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Roger Ghanem

Professor

University of Southern California
Country flagUnited States

Research Interests

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About

Professor Roger Ghanem is a faculty member at the University of Southern California in the United States. His research areas include uncertainty quantification, machine learning applications in damage detection, and statistical modeling. Recent articles reflect his work in microstructure characterization, global sensitivity analysis, and generative learning methods. He is actively contributing to the field of engineering with a focus on high-dimensional parameters and multiscale modeling techniques.

Articles (27)

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2026

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2026

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2026

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2026

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2026

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2025

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2025

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2025

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2025

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2025

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2025

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2025

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2025

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2024

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2024

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2023

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2023

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2023

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2023

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2022

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2022

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2022

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2022

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2022

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2021

Collaborators (10)

Zhengtao Yao

University of Southern California

UNITED STATES
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Marco Panesi

Professor

University of California, Irvine

UNITED STATES
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Venkatramanan Raman

University of Michigan

UNITED STATES
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Zhiheng Wang

Tenure-track Assistant Professor

Texas Tech University

UNITED STATES
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Dimitris Giovanis

Assistant Research Professor

Johns Hopkins University

UNITED STATES
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Ruda Zhang

University of Houston

UNITED STATES
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Alex Arkady Gorodetsky

Associate Professor

University of Michigan

UNITED STATES
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Ellis Crabtree

Johns Hopkins University

UNITED STATES
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Ioannis G. Kevrekidis

Johns Hopkins University

UNITED STATES
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Christian Soize

Professor

Université Gustave Eiffel

FRANCE
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