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PRODID:UW-Madison-Physics-Events
BEGIN:VEVENT
SEQUENCE:6
UID:UW-Physics-Event-8730
DTSTART:20240501T210000Z
DTEND:20240501T220000Z
DTSTAMP:20260413T204016Z
LAST-MODIFIED:20240428T162212Z
LOCATION:5280 Chamberlin Hall and Zoom: https://uwmadison.zoom.us/j/93
 056807183?pwd=bmRBTnFpQTZSYk1QSUVLb3BBY1M0QT09
SUMMARY:Expanding Horizons: Novel Strategies in low mass BSM Physics E
 xploration with CMS\, NPAC (Nuclear/Particle/Astro/Cosmo) Forum\, Abhi
 jith Gandrakota\, FNAL
DESCRIPTION:In the pursuit of Beyond the Standard Model (BSM) physics\
 , the CMS experiment has employed unconventional techniques to uncover
  elusive phenomena. This presentation delves into three pivotal aspect
 s of this effort during LHC Run-2 and the forthcoming Run-3 phases. Fi
 rstly\, through the innovative use of Data Scouting in the search for 
 low mass multijet resonances. Through this approach\, we not only maxi
 mize sensitivity but also push the boundaries of traditional analysis 
 methods. Next\, we introduce Gaussian Processes as a powerful tool in 
 BSM searches\, with a significant ease of use and enhancing our abilit
 y to discern subtle signals amidst background processes. Finally\, we 
 turn our gaze towards the future. As we approach LHC Run-3\, a critica
 l facet of our strategy involves the revamping of the Level-1 trigger 
 system. By incorporating anomaly detection techniques\, we aim to elev
 ate sensitivity to low mass resonances\, unlocking new realms of disco
 very. This multifaceted approach\, weaving together Data Scouting\, Ga
 ussian Processes\, and L1 trigger innovation\, showcases the CMS exper
 iment's commitment to pushing boundaries and charting a course towards
  groundbreaking discoveries in BSM physics.<br>
\n
URL:https://www.physics.wisc.edu/events/?id=8730
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