AD-SDL / polybot-web-service

A server to control robotic synthesis of thin-film polymeric materials
Apache License 2.0
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Add Ability to Screen Out Data By Processibility #14

Open WardLT opened 3 years ago

WardLT commented 3 years ago

As alluded to in #12 , there may be processing conditions which do not produce high-quality films.

We can exclude this data from the model fitting, but could do better by avoiding running these kind of experiments in the first place.

Perhaps we can train a model to predict if a point will be "good or bad," or just exclude points in the search space that are neighbors to the bad point.

WardLT commented 3 years ago

Steps: