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1. 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

2. Memory Function Formalism for the Electrical Conductivity of Periodic Systems

open_access
Open Access
Author:
Green, Brett
Title:
Memory Function Formalism for the Electrical Conductivity of Periodic Systems
Graduate Program:
Physics
Keywords:
conductivity
transport
condensed matter
memory function
File:
Download BrettGreenDissertation.pdf
Committee Members:
Chaoxing Liu, Major Field Member
Jun Zhu, Major Field Member
Lasse Jensen, Outside Unit, Field & Minor Member
Jorge Sofo, Chair & Dissertation Advisor
Nitin Samarth, Program Head/Chair