Inference and Prediction

University of Waterloo

Inference and Prediction

An emerging challenge for inference and prediction of large-scale complex systems is to efficiently analyze and assimilate the ever-increasing high dimensional data produced by the vast number of engineered and natural systems.

The goals of our laboratory are to develop novel mathematical and statistical methods for

1. discovering fundamental structures and extracting useful information contained in high dimensional data; and

2. assimilating this information into the dynamical models in order to understand (and control) large-scale data-centric problems.

These new model-based and data-driven tools have a specific application to detect, control and mitigate dynamic instabilities in modern jet engines.

Lab Leader

Image of N. Sri Namachchivaya

N. Sri Namachchivaya

Professor
Faculty of Mathematics Department of Applied Mathematics
University of Waterloo

ContactWebsite

Industry Partner

Tecsis Corporation logo

Industry Liaison

Dr. Thambirajah Ravichandran

Lab Team

Sue Ann Campbell
University of Waterloo

Leo Dostal
Technische Universität Hamburg, Germany

Peter Imkeller
Humboldt University at Berlin

Jun Liu
University of Waterloo

Sagar Naik
University of Waterloo

Nicolas Perkowski
Humboldt University at Berlin

Sander Rhebergen
University of Waterloo

Henry J. van Roessel
University of Alberta

Alexander Schied
University of Waterloo

Siv Sivaloganathan
University of Waterloo

Giang Tran
University of Waterloo

Postdocs and Graduate Trainees

Ryne Beeson
PhD Candidate, University of Illinois

Kyle Ray Cochran
Master’s Candidate, University of Illinois

Gwenael Gatto
PhD Candidate, University of Waterloo

Michael Jagan
Master’s Candidate, University of Waterloo

Fei (Justina) Liu
Master’s Candidate, University of Waterloo

Ricardo Manzono
Master’s Candidate, University of Waterloo

Yiming Meng
PhD Candidate, University of Waterloo

Jonathan Murley
PhD Candidate, University of Waterloo

Dr. Alyssa Novelia
Postdoctoral Fellow, University of Waterloo

Momoiyioluwa Oluyemi
Master’s Candidate, University of Waterloo