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DTSTART:20220101T000000
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DTSTART;TZID=UTC:20220215T160000
DTEND;TZID=UTC:20220215T170000
DTSTAMP:20260424T033158
CREATED:20220119T172458Z
LAST-MODIFIED:20220119T172458Z
UID:1805-1644940800-1644944400@rpm.physics.lbl.gov
SUMMARY:Scott Kravitz (LBNL) "Pushing Dark Matter Detection to the Limit with Machine Learning and Solid Xenon"
DESCRIPTION:Abstract: \nDiscovering the particle properties of dark matter is a global undertaking\, necessitating many experimental approaches to cover the vast range of possible models. Massive particles such as WIMPs remain leading candidates\, and may be within the reach of state-of-the-art direct detection experiments such as the recently-commissioned xenon-based LZ detector. I will present efforts to use machine learning in xenon detectors to improve data quality\, reduce backgrounds\, make analysis faster and more flexible\, and expand the range of physics models that LZ can effectively probe. Looking beyond this generation of experiments\, continued improvement in dark matter sensitivity at the current rate is likely to require more creative solutions than simply increasing detector size. In the second part of my talk\, I will discuss the possibilities for upgrading LZ after its completion\, including using the novel solid xenon time projection chamber technology I have helped develop\, to achieve an experiment where solar neutrinos form the dominant background.\n\n\n\n\n\nhttp://physics.lbl.gov/rpm/index.php/events/ \nIf you are looking to confirm if there is an event\, due to room reservation\, please go to RPM website for a list of all scheduled talks.\n──────────\nTroy Cortez is inviting you to a scheduled Zoom meeting. \nJoin Zoom Meeting\nhttps://lbnl.zoom.us/j/97609839371?pwd=blZGa1VzdlZHaGhHRFZibVY4Y0FrUT09 \nMeeting ID: 976 0983 9371\nPasscode: 481493\nOne tap mobile\n+16692192599\,\,97609839371#\,\,\,\,*481493# US (San Jose)\n+16699006833\,\,97609839371#\,\,\,\,*481493# US (San Jose) \nDial by your location\n+1 669 219 2599 US (San Jose)\n+1 669 900 6833 US (San Jose)\n+1 213 338 8477 US (Los Angeles)\n+1 253 215 8782 US (Tacoma)\n+1 346 248 7799 US (Houston)\n+1 602 753 0140 US (Phoenix)\n+1 720 928 9299 US (Denver)\n+1 971 247 1195 US (Portland)\n+1 206 337 9723 US (Seattle)\n+1 301 715 8592 US (Washington DC)\n+1 312 626 6799 US (Chicago)\n+1 470 250 9358 US (Atlanta)\n+1 470 381 2552 US (Atlanta)\n+1 646 518 9805 US (New York)\n+1 646 558 8656 US (New York)\n+1 651 372 8299 US (Minnesota)\n+1 786 635 1003 US (Miami)\n+1 267 831 0333 US (Philadelphia)\nMeeting ID: 976 0983 9371\nPasscode: 481493\nFind your local number: https://lbnl.zoom.us/u/aenZeWTLp5 \nJoin by SIP\n97609839371@zoomcrc.com \nJoin by H.323\n162.255.37.11 (US West)\n162.255.36.11 (US East)\n115.114.131.7 (India Mumbai)\n115.114.115.7 (India Hyderabad)\n213.19.144.110 (Amsterdam Netherlands)\n213.244.140.110 (Germany)\n103.122.166.55 (Australia Sydney)\n103.122.167.55 (Australia Melbourne)\n64.211.144.160 (Brazil)\n69.174.57.160 (Canada Toronto)\n65.39.152.160 (Canada Vancouver)\n207.226.132.110 (Japan Tokyo)\n149.137.24.110 (Japan Osaka)\nMeeting ID: 976 0983 9371\nPasscode: 481493 \n──────────
URL:https://rpm.physics.lbl.gov/event/scott-kravitz-lbnl-pushing-dark-matter-detection-to-the-limit-with-machine-learning-and-solid-xenon/
LOCATION:Zoom Talk\, 50A-5132\, Berkeley\, ca\, 94720
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