Machine Learning in ray path modelling

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Hi i want to know whether we can use machine learning in ray path modelling. I have attached a sample picture which shows the ray path within different layers. If we can use it than how can we use it. Any ideas will be helpful. Thank you.ebx_-601110654.gif

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