Among all “recent” computational tools one of the most promising, that’s already giving excellent results, is the machine learning techniques. In this seminar, I will show some of the most popular applications of this engine through the “physics aware”. On the top of that Anapole Dark Matter, production/search on the HL-LHC will be discussed using a new hybrid combination of cut-and-count, BDT, and Bayesian optimization approach.