Savannah Thais

TL;DR: In this article, a search for the dimuon decay of the Standard Model (SM) Higgs boson is performed using data corresponding to an integrated luminosity of 139 −fb−1 collected with the ATLAS detector in Run 2 pp collisions at s = 13 TeV at the Large Hadron Collider.

TL;DR: In this article, a search for the Z gamma decay of the Higgs boson, with Z boson decays into pairs of electrons or muons, was presented, using proton-proton collision data at root s = 13 TeV corresponding...

TL;DR: A considerable speedup over CPU-based execution is possible, potentially enabling such algorithms to be used effectively in future computing workflows and the FPGA-based Level-1 trigger at the CERN Large Hadron Collider.

TL;DR: The Exa.TrkX project as mentioned in this paper applied geometric learning concepts such as metric learning and graph neural networks to HEP particle tracking and achieved tracking efficiency and purity similar to production tracking algorithms.

TL;DR: In this article, the authors adapt the physics-motivated interaction network (IN) GNN to the problem of particle tracking in pileup conditions similar to those expected at the high-luminosity Large Hadron Collider.