can we use the ANN-GA optimisation algorithm to optimize chemical reactions?

if yes minimum how much data is required?

currently, I am working with a catalytic process I want to optimize the performance of the catalyst corresponding to the process parameters. previous research papers used from 32 to 48 process data. is it enough to predict and optimize the process parameters?

Please help me reg..this

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