/Project-AutoAnalysisAssistant

This project was created to build a standard data analysis procedure for Lab using AFM.

Primary LanguageMATLAB

Project-AutoAnalysisAssistant

This project was created to build a standard data analysis procedure for Lab using AFM. • Designed a lab specific software ‘One-Click raw data analyzer’ using MATLAB and Add-on App for MATLAB • Using Machine Learning knowledge (HOG + SVM) to realize auto-selecting valid data by training model based on lab’s previous database • Designed a new mathematical based algorithm to find specific pattern called ‘step force’ in raw data