Jesse Thaler - Collision Course: Particle Physics Meets Machine Learning (December 4, 2024)

In this Presidential Lecture, Jesse Thaler will explain how one can teach a machine to “think like a physicist” by embedding theoretical principles into advanced machine learning architectures. At the same time, Thaler will advocate that physicists must learn how to “think like a machine” by capitalizing on advances in computational optimization to perform precision calculations and identify potential signals of new physics.
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