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by razinemg 2042 days ago
thanx lot. because I get fascinated by the idea of generative design and how we can use it to create a very optimized product using only computational methods. I am doing a master's degree in AI and I want to involve more in this area.
1 comments

For sure! Another thing to note is that, at the moment, the usual ML/AI approaches fall very short of the classical optimization methods, so there is still plenty of work to be done.

For example, classical optimization methods can approximately optimize a design with ~10 million parameters in a few hours on a decent machine, while the current AI state of the art (notably using DL and some GANs) can only optimize designs with 10-100s of parameters, maybe 1000s and take many days to train.