Assad Oberai

Professor

University of Southern California
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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)

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Assad Oberai

University Name
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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

UNITED STATES
View details

Runze Li

University of Southern California

UNITED STATES
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Brendan Kennedy

University of Western Australia

AUSTRALIA
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Michael Abdelmalik

Eindhoven University of Technology

NETHERLANDS
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Ken Y. Foo

University in Western Australia

AUSTRALIA
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Deep Ray

Assistant Professor

-

UNITED STATES
View details
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