Publisher
source

University of Miami

PhD Positions in Data-Efficient Predictive Modeling, Generative Models, and Multimodal AI at University of Miami University of Miami in United States

Degree Level

PhD

Field of study

Computer Science

Funding

Available

Country flag

Country

United States

University

University of Miami

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Keywords

Computer Science
Mathematics
Predictive Modeling
Python Programming
Uncertainty Analysis
Digital Twin Technology
Generative Modeling
Statistics
Statistical Modelling
system and industrial engineering

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About this position

1–2 PhD positions are available in the PMIS Lab at the University of Miami, in the Department of Industrial & Systems Engineering, with PI Dr. Seung Ho Woo.

The research theme is data-efficient predictive modeling of complex systems, with a strong emphasis on generative models, multimodal AI, digital twins (Real2Sim), stochastic modeling, conformal prediction, and uncertainty quantification.

Applicants should have a BS or MS in industrial engineering, operations research, computer science, engineering, statistics, or applied mathematics. The post specifically asks for strong Python and PyTorch skills, plus a solid background in probability, optimization, or machine learning. Evidence of research ability and scientific writing is also important.

The positions are based in Miami, USA, and the start date is Spring or Fall 2027. No deadline was stated in the post.

To apply, email [email protected] with a CV, unofficial transcript, a 1-paragraph research statement, and publications or writing samples.

Funding details

Available

What's required

Applicants should have a BS or MS in industrial engineering, operations research, computer science, engineering, statistics, or applied mathematics. Strong Python and PyTorch skills are required, along with strength in probability, optimization, or machine learning. Evidence of research ability and scientific writing is expected.

How to apply

Email [email protected] with a CV, unofficial transcript, a 1-paragraph research statement, and any publications or writing samples. No deadline was stated.

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