Maxim Ziatdinov
Works:
- Physics and chemistry from parsimonious representations: image analysis via invariant variational autoencoders
- Machine learning for automated experimentation in scanning transmission electron microscopy
- Physics Discovery in Nanoplasmonic Systems via Autonomous Experiments in Scanning Transmission Electron Microscopy
- Exploring physics of ferroelectric domain walls via Bayesian analysis of atomically resolved STEM data