As a Fermilab 2018 LHC Physics Center Distinguished Researcher, I am spending time at Fermi National Laboratory in Batavia, Illinois, working on development of latest machine learning techniques for the rare Higgs boson decays into di-muons and the Higgs boson decays into bottom quarks.
This work builds upon our latest results in rare Higgs decays into di-muons and End-To-End Deep Learning for Event Classification in combining the latest machine learning algorithms directly with low-level detector data.
Additionally, I am working on the High Luminosity Large Hadron Collier (HL-LHC) Phase II upgrade to the CMS trigger with advanced machine learning applications for real-time event selection.
I have been recently chosen to be one of Fermilab 2019 LHC Physics Center Distinguished Researchers, to further expand the machine learning applications at the LPC, including end-to-end learning, Higgs to fermions and detector upgrades. I am looking forward to another successful stay at the LPC.
I will also be helping organize the local machine learning efforts both in CMS and other cosmic and intensity frontier experiments and collaborating with Fermilab’s Computing Division on machine learning research and development projects.