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Roger Ghanem
Professor
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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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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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
Marco Panesi
Professor
University of California, Irvine
Venkatramanan Raman
University of Michigan
Zhiheng Wang
Tenure-track Assistant Professor
Texas Tech University
Dimitris Giovanis
Assistant Research Professor
Johns Hopkins University
Ruda Zhang
University of Houston
Alex Arkady Gorodetsky
Associate Professor
University of Michigan
Ellis Crabtree
Johns Hopkins University
Ioannis G. Kevrekidis
Johns Hopkins University
Christian Soize
Professor
Université Gustave Eiffel
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Prepare your application
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