Physics Spring 2024 Colloquium: Leveraging Big Data at the Energy Frontier to illuminate Dark Matter and innovate Tracking Algorithms

Rocky Bala Garg, Stanford

When

3 – 4 p.m., Jan. 23, 2024

Where

Abstract: The Standard Model of Particle Physics received its final puzzle piece with the discovery of the Higgs boson by the CMS and ATLAS collaborations in 2012. While this breakthrough marked a significant milestone for the particle physics community, it wasn’t the journey’s end. Numerous mysteries persist in the realms of cosmology and particle physics that the Standard Model cannot explain. In this discourse, I will talk about one of the most captivating mysteries: dark matter and the ongoing endeavors at LHC to unveil its secrets. Additionally, I will shed some light on the technological advancements crucial for enhancing the sensitivity to new and rare physics signals, with a specific focus on the Particle Tracking R&D efforts. The discussion will also touch upon the utilization of various machine and deep learning tools benefiting from the vast data at LHC. I will conclude by sharing insights into the forthcoming High Luminosity phase of LHC, contemplating the essential groundwork required to surmount the challenges inherent in this phase. * 

In-person only. Refreshments at 2:30 PM, PAS 218