Project Info
Machine learning for materials characterization
Reza Hedayat | Hedayat@mines.edu
The main objectives of this project are to apply machine learning tools to better understand how brittle materials like rocks and concrete fail when subjected to stress and how the failure can be predicted.
More Information
https://ieeexplore.ieee.org/document/8423072/metrics#metrics
Grand Engineering Challenge: Engineer the tools of scientific discovery
Student Preparation
Qualifications
Matlab programming.
Time Commitment
20-40 hours/month
Skills/Techniques Gained
Ability to conduct and interpret experiments, scientific writing and journal publications.
Mentoring Plan
Weekly meetings and collaboration with undergraduate and graduate students in my team.