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Ferdinando Fioretto

Just Landed

2 days ago

Postdoctoral Researcher in Physics-Constrained Foundation Models for Energy Grids University of Virginia in United States

Degree Level

Postdoc

Field of study

Computer Science

Funding

Full funding available
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Country

United States

University

University of Virginia

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Keywords

Computer Science
Electrical Engineering
Mathematics
Artificial Intelligence
Statistics
Power System
Physics
Machine learning

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About this position

Postdoctoral researcher opening in the University of Virginia Department of Computer Science with Ferdinando Fioretto, Associate Professor and Copenhaver Fellow.

The project focuses on physics-constrained foundation models for energy grids, with research directions including diffusion models, flow matching, graph neural networks, and discrete generative models. The goal is to generate diverse and explainable configurations while respecting operational and physical constraints.

Strongly relevant backgrounds include generative AI, machine learning, physics-informed ML, power systems, and optimal power flow. Experience with PyTorch and rigorous experimental research is especially valued.

Eligibility: applicants should hold a Ph.D. in computer science, electrical engineering, operations research, or a related field by the start date.

Start date is anticipated for September 1, 2026, or earlier. Applications are reviewed immediately and the position will remain open until filled.

How to apply: email [email protected] with the subject line “Postdoc application [constrained-aware genAI]” and briefly describe your background. The official UVA Jobs posting is not yet online.

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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