LUQI Group

Laboratory for Uncertainty Quantification and Inference

Department of Computer Science
University of Central Florida
Orlando, FL, USA

[GitHub]

Research

Our research tackles uncertainty quantification in complex systems arising in computational science and engineering, with a focus on building reliable, uncertainty-aware AI systems. To this end, we develop methods that leverage tools like generative models, variational inference, and hypernetworks to characterize uncertainty in complex models at scale, with implications for large-scale, PDE-based inverse problems.

Team

Ali Siahkoohi — Assistant Professor, CS & ECE departments
Anirudh Thatipelli — PhD student, CS department
Davide Sabeddu — PhD student, ECE department