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High Energy Phenomenology, Experiment, and Cosmology Seminar Series artwork
April 6, 20224:00 pm – 5:00 pm (CDT)

Machine Learned Collider Observables, Noise-Aware Qubit Assignment


Prasanth Shyamsundar (Fermilab)


Doojin Kim



Mitchell Institute for Fundamental Physics & Astronomy

College Station, Texas 77843

Event Details

In the first part of this talk, I will describe a new machine learning technique to learn sensitive event observables to analyze collider data. In the second part, I will discuss a technique for mitigating the effect of hardware noise on quantum computations in present day quantum hardware.

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