Prospecting for New Physics through Flavor, Dark Matter, and Machine Learning

Session

Machine Learning 1

28 Mar 2023, 09:45

Aspen Center for Physics

Contribution list Timetable

15. Uncertainties in the era of ML

Aishik Ghosh

28/03/2023, 09:45

16. Machine Learning for Event Generation and Fast Simulation

Claudius Krause (ITP Heidelberg)

28/03/2023, 10:10

LHC run 3 has just started and in the years leading up to 2040, we will see a 20-fold increase in available data. This forthcoming dataset will have enormous potential for a deeper understanding of the Standard Model and possible physics beyond it. At the same time, the endless possibilities of new physics hiding in this dataset pose a challenge, both for our analyses and also our simulation...

17. Anomaly Detection

Vinicius Massami Mikuni (Universitaet Zuerich (CH))

28/03/2023, 10:35

62. Machine Learning for Triggering

Javier Duarte (University of California San Diego)

28/03/2023, 11:00