26 citations · 29 across the 3 of their papers we have counts for
3 papers
hep-ph2022★ 2 cited
Hunting for vampires and other unlikely forms of parity violation at the Large Hadron Collider
Christopher G. Lester, Radha Mastandrea, Daniel Noel +1
Non-Standard-Model parity violation may be occurring in LHC collisions. Any such violation would go unseen, however, as searches are for it are not currently performed. One barrier…
hep-ph2021★ 26 cited
A method to challenge symmetries in data with self-supervised learning
Rupert Tombs, Christopher G. Lester
Symmetries are key properties of physical models and of experimental designs, but any proposed symmetry may or may not be realized in nature. In this paper, we introduce a practica…
hep-ph2021★ 1 cited
Using unsupervised learning to detect broken symmetries, with relevance to searches for parity violation in nature. (Previously: "Stressed GANs snag desserts")
Christopher G. Lester, Rupert Tombs
Testing whether data breaks symmetries of interest can be important to many fields. This paper describes a simple way that machine learning algorithms (whose outputs have been appr…