Machine learning: the new frontier for understanding nanoscale materials

2 November 2017, 11am - 12pm
LG05, Tyree Energy Technologies Building, UNSW Sydney

Machine learning: the new frontier for understanding nanoscale materials

Event details

When:
2 November 2017, 11am - 12pm
Where:
LG05, Tyree Energy Technologies Building, UNSW Sydney
(Map Ref H6)
Event type:
Seminar
Event open to:
Everyone
Booking is not necessary
 
Dr. Vasudevan will introduce machine learning as it applies to imaging data from scanning and electron microscopy, showing how they are superior. He’ll highlight that the use of Bayesian statistics in parallel with full information acquisition can allow for advancements in instrumentation, with specific test cases involving current-voltage measurements and force-distance measurements in scanning probe microscopy, and show how physical constraints on the models enable more accurate reconstructions.