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

Session

Machine Learning 1

Mar 28, 2023, 9:45 AM

Aspen Center for Physics

Contribution list Timetable

15. Uncertainties in the era of ML

Aishik Ghosh

3/28/23, 9:45 AM

16. Machine Learning for Event Generation and Fast Simulation

Claudius Krause (ITP Heidelberg)

3/28/23, 10:10 AM

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))

3/28/23, 10:35 AM

62. Machine Learning for Triggering

Javier Duarte (University of California San Diego)

3/28/23, 11:00 AM