Stephen Baek
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Associate Professor
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About
Stephen Baek is an Associate Professor at the University of Virginia in the United States. His research focuses on applying deep learning and machine learning techniques to various domains including computational fluid dynamics, energetic materials, and biomedical applications. Recent publications address topics such as simulation of damage sensitivity in energetic materials and modeling of complex fluid flows using physics-aware machine learning approaches.
Recent Grants
Grant: Close
DMREF: Physics-Informed Meta-Learning for Design of Complex Materials
Open Date: 2021-10-01
Close Date: 2025-09-30
Grant: Close
NSF Convergence Accelerator - Track D: ImagiQ: Asynchronous and Decentralized Federated Learning for Medical Imaging
Open Date: 2020-09-15
Close Date: 2022-05-31
Articles (14)
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2025
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2025
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2024
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2024
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2024
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2023
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2023
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2021
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2021
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2020
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2020
Collaborators (6)
H Udaykumar
Professor
The University of Iowa
Sanghun Choi
Kyungpook National University
Kum Ju Chae
Jeonbuk National University (JBNU)
Gerald Jogerst
Professor Emeritus
The University of Iowa Roy J and Lucille A Carver College of Medicine
Jia Lu
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Suyong Song
Iowa State University
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