One of the most important physical quantities in particle physics is the cross section, or a probability that a particular process takes place in the interaction of elementary particles. Its measure provides a testable link between theory and experiment. It is obtained theoretically mainly by calculating the squared amplitude. In this project we will explore google’s novel TITANS architecture to map from amplitudes to squared amplitudes using sequence to sequence representations.
Total project length: 175/350 hours.
Significant experience with developing foundational models in Python (preferably using pytorch).
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