Machine Learning Physics Guess – Engineering From Nothing

Constructive forces can make something. But like in a ?GAN machine learning network you need a discriminator force to shape it into something good. A destructive force. So I wonder. Could this be made into an engineering technique of some kind. For instance. Could it work for a fatigue engineering problems?

I mean. I think GAN networks produce the most advanced type of images. So it ?could work for producing fatigue predictions.