I am wondering, what are possible ways to use machine learning with Abaqus simulations? I know parametric studies that can generate simulations and hence data-sets for chosen parameters and later using python scripts to link the parameters and results, training (machine learning) can be performed. But this is long and tedious process. Is there more direct /shorter route to do the same? 
(Appology if this has been asked frequently before. I tried to look for similar searches but could not find answer).