Name: Reconstruction, Trigger, and Machine Learning for the HL-LHC
Start: 2018-04-26T10:00:00-04:00
End: 2018-04-27T16:30:00-04:00
Location: No location set

Reconstruction, Trigger, and Machine Learning for the HL-LHC

from Thursday, April 26, 2018 (10:00 AM) to Friday, April 27, 2018 (4:30 PM)

Monday, April 23, 2018
Tuesday, April 24, 2018
Wednesday, April 25, 2018
Thursday, April 26, 2018
10:00 AM
10:00 AM - 12:30 PM
Contributions

10:00 AM Welcome/Overview - J Michael Williams (Massachusetts Inst. of Technology (US))

10:10 AM Muon Trigger - Verena Ingrid Martinez Outschoorn (University of Massachusetts (US)) Verena Ingrid Martinez Outschoorn (Fermi National Accelerator Lab. (US))

10:40 AM Co processor acceleration - Christian Faerber (CERN)

11:20 AM HLS4ML - Ben Kreis (Fermi National Accelerator Lab. (US))

12:00 PM Optical Artificial Neural Networks - Yichen Shen (MIT)
12:30 PM Lunch
Lunch
12:30 PM - 2:00 PM
2:00 PM
2:00 PM - 4:30 PM
Contributions

2:00 PM Introduction - J Michael Williams (Massachusetts Inst. of Technology (US))

2:30 PM Overview of ML tracking approaches - Jean-Roch Vlimant (California Institute of Technology (US))

3:15 PM ML in Tracking - Steven Farrell (Lawrence Berkeley National Lab (US))
4:30 PM CS Lightning Talks and Discussion
CS Lightning Talks and Discussion
4:30 PM - 6:10 PM
Contributions

5:00 PM Song Han

5:10 PM Broderick

5:30 PM Andrey

5:50 PM Gowtham
6:30 PM Dinner
Dinner
6:30 PM - 8:00 PM
Friday, April 27, 2018
10:00 AM
10:00 AM - 12:30 PM
Contributions

10:00 AM ML in Neutrinos - Alexander Radovic (College of William and Mary)

10:30 AM ML in Jets - Michael Aaron Kagan (SLAC National Accelerator Laboratory (US))

11:00 AM CMS HGCAL reconstruction - Andrea Carlo Marini (Massachusetts Inst. of Technology (US))

11:30 AM CMS trigger upgrade - Zhenbin Wu (University of Illinois at Chicago (US))
12:30 PM Lunch
Lunch
12:30 PM - 2:00 PM
2:00 PM
2:00 PM - 4:30 PM
Contributions

2:00 PM Network Pruning - Javier Mauricio Duarte (Fermi National Accelerator Lab. (US))

2:30 PM Compression with Auto-encoders - Constantin Niko Weisser (Massachusetts Inst. of Technology (US))

3:00 PM Informational basis of Energy Flow - Jesse Thaler (MIT)

3:30 PM Parting Thoughts - J Michael Williams (Massachusetts Inst. of Technology (US))

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