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Results for: Committee Member Eric Hudson Keyword machine learning Keyword machine learning Keyword unsupervised learning Keyword python Keyword data science Graduate Program Physics

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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 microscopy
data science
machine learning
python
data analysis
deep learning
scanning probe microscopy
condensed matter
software
vibration cancellation
automation
unsupervised learning
physics

File:

Open FinalDissertation-BillDusch.pdf

Committee Members:

Eric Hudson, Dissertation Advisor
Eric Hudson, Committee Chair
Jorge Sofo, Committee Member
Mauricio Terrones, Committee Member
Roman Engel-Herbert, Outside Member

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