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Im going to talk about so probably I should mention that my background is in experimental content matter and Material Sciences but for the last uh five to six years Ive been working together with my colleagues on utilizing machine learning to extract more insights from experimental data and um so this is everything Im going to show uh today is teamwork and here are some core team members so I listed uh them uh here uh the first three elements in this list are my team on autonomous electron microscopy at oronel the fourth and fifth element in this list are people young Tao Leo and RAM of sudavan are people who work on scanning probe microscopy and there are you know a lot of exchange of ideas and methods between electron microscopy and Scania microscope and finally the last person on that list is Sergey kalinian who started this whole field of smart microscopy or AI driven micro to be back in 2009 and I was his postdoc from 2015 to 2018 and basically this is how I got into this fiel