Jason Bramburger, Concordia University

Research

autoencoder auxiliary function chaos data-driven discovery dynamic mode decomposition Koopman operator machine learning Poincare map

Latest funding

Data-Driven Methods for Dynamical Systems Analysis
NSERC · 2023 · Principal investigator
$64,000
Data-Driven Methods for Dynamical Systems Analysis
NSERC · 2023 · Principal investigator
$12,500

All 2 grants and awards

Data-Driven Methods for Dynamical Systems Analysis

Principal investigatorNSERC2023Discovery Grants Program - Individual

Principal investigators: Bramburger, Jason

Keywords: machine learning; autoencoder; data-driven discovery; system identification; auxiliary function; chaos; poincare map; dynamic mode decomposition; koopman operator; polynomial optimization

$64,000

Data-Driven Methods for Dynamical Systems Analysis

Principal investigatorNSERC2023Discovery Launch Supplement

Principal investigators: Bramburger, Jason

$12,500

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

Write to this professor

A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.

Applying for

Mention their NSERC grant from 2023

Subject: Prospective PhD student: autoencoder Dear Professor Bramburger, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. Your research on autoencoder connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your NSERC-funded project "Data-Driven Methods for Dynamical Systems Analysis" (2023), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]