Yes, someone did. It's actually an active field right now, from high-throughput simulations to try to limit the search space, to additive manufacturing of thousands of samples, to semi-automated characterisation and some testing (e.g. corrosion; for things like mechanics it's more difficult). The idea is te be more efficient than semi-random.