Introduction: I am trying to map Green's function matrices to energies. I arrived at this topic because if this relationship can be represented by a DL model it will accelerate quantum calculations. This is a regression task. Challenges: Finding a reasonable method to convert my data into images was difficult. Insights: I have trained the model and can show it's unoptimized performance. I expected my model to perform better which may indicate that I need more data. Plan: I am on track. I need to dedicate more time to data creation. I am thinking of changing the system I am studying.
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