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1. Probing local structure and dynamics of ferroelectric domain walls using nonlinear optics and scanning probe microscopy

open_access
Open Access
Author:
Aravind, Vasudeva Rao
Title:
Probing local structure and dynamics of ferroelectric domain walls using nonlinear optics and scanning probe microscopy
Graduate Program:
Materials Science and Engineering
Keywords:
piezoresponse force microscopy
scanning probe microscopy
optical second harmonic generation
multiferroic
ferroelectric
strontium titanate
lithium niobate
File:
Download Thesis_Final.pdf
Committee Members:
Venkatraman Gopalan, Dissertation Advisor/Co-Advisor
Venkatraman Gopalan, Committee Chair/Co-Chair
Darrell G Schlom, Committee Member
Long Qing Chen, Committee Member
Xiaoxing Xi, Committee Member

2. Data Science in Scanning Probe Microscopy: Advanced Analytics and Machine Learning

open_access
Open Access
Author:
Dusch, William George
Title:
Data Science in Scanning Probe Microscopy: Advanced Analytics and Machine Learning
Graduate Program:
Physics
Keywords:
scanning tunneling microscopy
data science
machine learning
python
data analysis
deep learning
scanning probe microscopy
condensed matter
software
vibration cancellation
automation
unsupervised learning
physics
File:
Download FinalDissertation-BillDusch.pdf
Committee Members:
Eric Hudson, Dissertation Advisor/Co-Advisor
Eric Hudson, Committee Chair/Co-Chair
Jorge Sofo, Committee Member
Mauricio Terrones, Committee Member
Roman Engel-Herbert, Outside Member