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Abdollah Shafieezadeh

4 days ago

PhD positions in uncertainty quantification and uncertainty-aware machine learning at The Ohio State University The Ohio State University in United States

Degree Level

PhD

Field of study

Computer Science

Funding

Full funding available
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Country

United States

University

Ohio State University

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Keywords

Computer Science
Systems Engineering
Mechanical Engineering
Mathematics
Civil Engineering
Industrial Engineering
Uncertainty Analysis
Data Assimilation
Bayesian Statistics
Optimisation
Surrogate Modeling
Computational Modelling
Statistics
Statistical Modelling
Machine learning

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About this position

The RAMSIS Lab at The Ohio State University is recruiting two PhD students to work on uncertainty quantification (UQ), uncertainty-aware machine learning, computational modeling, and the risk and resilience of complex engineering and natural systems.

The lab is especially interested in students who want to develop new methodology rather than only apply existing tools. Research directions mentioned include stochastic modeling and uncertainty propagation, Bayesian inference and data assimilation, uncertainty-aware scientific ML and probabilistic learning, surrogate/reduced-order/multifidelity modeling, and risk-informed decision-making and optimization.

Experience connecting UQ and ML with physics-based computational models or large-scale engineering systems is particularly welcome. A strong engineering background and solid foundations in probability/statistics, scientific computing, or applied mathematics are highly valued.

The expected start is Fall 2027, with earlier starts in Spring or Summer 2027 also welcomed. Both domestic and international applicants are encouraged to apply.

To apply, email [email protected] with your CV and a brief introduction highlighting your relevant research experience or technical background, plus a few lines about the research problems that excite you. Use the subject line: RAMSIS PhD – UQ & Uncertainty-Aware ML – 2027.

Funding details

Full funding including tuition fees and living expenses is available for this position. The scholarship covers all educational costs and provides a monthly stipend.

How to apply

Please submit your application including a cover letter, CV, academic transcripts, and contact information for two references. Applications should be sent via the online portal before the deadline.

More information can be found here

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