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Ex-situ Proxies

Develop proxies for ex-situ characterization using empirical Structure-Property relationships

PreviousStrain MonitoringNextSurface Engineering

Last updated 1 year ago

Correlate quantified RHEED patterns with ex-situ characterization

Example: doping concentration from XPS

Steps:

Run automated feature extraction on RHEED patterns (30 seconds)

Take top 3 features correlated with doping-composition from XPS and fit a linear regression.

Predict ex-situ characteristics (e.g., doping-composition) for subsequent samples

Intensity maxima position observed to correlates with doping