1. Data Science in Scanning Probe Microscopy: Advanced Analytics and Machine Learning Open Access Author: Dusch, William George Title: Data Science in Scanning Probe Microscopy: Advanced Analytics and Machine Learning Graduate Program: Physics Keywords: scanning tunneling microscopydata sciencemachine learningpythondata analysisdeep learningscanning probe microscopycondensed mattersoftwarevibration cancellationautomationunsupervised learningphysics File: Download FinalDissertation-BillDusch.pdf Committee Members: Eric Hudson, Dissertation Advisor/Co-AdvisorEric Hudson, Committee Chair/Co-ChairJorge Sofo, Committee MemberMauricio Terrones, Committee MemberRoman Engel-Herbert, Outside Member