Assad Oberai
Professor
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About
Professor Assad Oberai is a faculty member at the University of Southern California, specializing in advanced methodologies related to inverse problems and generative models. His recent research encompasses a range of topics including Bayesian multi-fidelity modeling, conditional score-based diffusion models, and the application of deep learning techniques in medical imaging. With a focus on improving imaging techniques and developing innovative solutions for complex problems, Professor Oberai contributes to the fields of engineering and medical technology.
Positions (1)
Assad Oberai
University of Southern California
University of Southern California is seeking a postdoctoral researcher to work with Professor Assad Oberai on research at the intersection of scientific machine learning , probabilistic inverse problems , and generative models such as flow-matching . The position is aimed at candidates interested in applying modern machine learning methods to problems in science and engineering . This is a strong fit for researchers with backgrounds in computer science , mathematics , physics , or related engineering fields, especially those with experience in probabilistic modeling, inverse problems, and generative AI methods. The post does not specify a deadline, salary, or funding package, but it clearly indicates an open postdoctoral opportunity at USC. Interested candidates are encouraged to contact the professor directly via email. Research areas: scientific machine learning, inverse problems, uncertainty quantification, generative modeling, flow-matching, computational science, engineering applications. Institution: University of Southern California, United States.
Articles (11)
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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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2024
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2023
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2023
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2023
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2022
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2020
Collaborators (6)
Timothy Hall
Professor
University of Wisconsin-Madison
Runze Li
University of Southern California
Brendan Kennedy
University of Western Australia
Michael Abdelmalik
Eindhoven University of Technology
Ken Y. Foo
University in Western Australia
Deep Ray
Assistant Professor
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