James-A. Goulet's Academic Webpage
  /main page

Position

Professor since 2015   

Contact

james.goulet@polymtl.ca

University website

B-431.4.6 Main Building

Polytechnique Montreal

CANADA

Research Axes
 

My research focuses on Machine Learning Methods for Civil Engineering applications
such as structural health monitoring (SHM) and infrastructure maintenance planning.
(Fully funded Ph.D. & postdoc positions are available: contact me for inquiries)

  OpenIPDM Open source library: Network-scale infrastructure probabilistic deterioration models
  Canari Open source library: Online change point detection in time series for SHM
  cuTAGI Open source library: Analytically tractable Bayesian neural networks using TAGI

Publications

 Theses & journal paper preprints

  Book
  

 Probabilistic Machine Learning for Civil Engineers (MIT press)

Teaching material

Slides and video lectures

 
  Seminars Schedule and archive
  Miscellaneous Templates, ressources and external links