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Anya Butter (Heidelberg University) “Big Data Techniques for Precision Simulations and Optimal Observables”
September 23, 2021 @ 12:00 pm - 1:00 pm
On the theory side, LHC physics crucially relies on our ability to simulate events efficiently from first principles. In the coming LHC runs, these simulations will face unprecedented precision requirements to match the experimental accuracy. Innovative ML techniques like generative models can help us overcome limitations from the high dimensionality of the parameter space. Such networks can be employed within established simulation tools or as part of a new framework.
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