Writing

Tutorial and course notes – shared for reading group and teaching purposes. Also blog posts to support and explain research papers.

Notes

Probability primer

Notes for the ROSEHIPS reading group (TBC).

Introduction to Engineering Pattern Recognition

Guest Lectures for the Advanced Dynamics [MEC452] undergraduate course at the University of Sheffield in the Engineering Dept. A light introduction to machine learning in the context of some engineering examples:

  • EPR1 | Classifying acoustic emission signals

  • EPR2 | Regression analysis of wind turbine power curves

Paper summaries