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At this teachers- conference, we will hear from scientists using the techniques of artificial intelligence and machine learning to advance our understanding of the quantum behavior of such matter as magnets, metals and superconductors, as well as the constituents of atoms. We will also hear how insights from physics could be repurposed to advance the field of machine learning itself.