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

from Thursday, 26 April 2018 (10:00) to Friday, 27 April 2018 (16:30)


        : Sessions
    /     : Talks
        : Breaks
26 Apr 2018
27 Apr 2018
AM
10:00
Accelerated Processing (until 12:30)
10:00 Welcome/Overview - J Michael Williams (Massachusetts Inst. of Technology (US))  
10:10 Muon Trigger - Verena Ingrid Martinez Outschoorn (University of Massachusetts (US)) Verena Ingrid Martinez Outschoorn (Fermi National Accelerator Lab. (US))  
10:40 Co processor acceleration - Christian Faerber (CERN)  
11:20 HLS4ML - Ben Kreis (Fermi National Accelerator Lab. (US))  
12:00 Optical Artificial Neural Networks - Yichen Shen (MIT)  
10:00
ML in Clustering (until 12:30)
10:00 ML in Neutrinos - Alexander Radovic (College of William and Mary)  
10:30 ML in Jets - Michael Aaron Kagan (SLAC National Accelerator Laboratory (US))  
11:00 CMS HGCAL reconstruction - Andrea Carlo Marini (Massachusetts Inst. of Technology (US))  
11:30 CMS trigger upgrade - Zhenbin Wu (University of Illinois at Chicago (US))  
PM
12:30 --- Lunch ---
14:00
Machine Learning in Tracking (until 16:30)
14:00 Introduction - J Michael Williams (Massachusetts Inst. of Technology (US))  
14:30 Overview of ML tracking approaches - Dr Jean-Roch Vlimant (California Institute of Technology (US))  
15:15 ML in Tracking - Steven Farrell (Lawrence Berkeley National Lab (US))  
16:30
CS Lightning Talks and Discussion (until 18:10)
17:00 Song Han  
17:10 Broderick  
17:30 Andrey  
17:50 Gowtham  
18:30 --- Dinner ---
12:30 --- Lunch ---
14:00
Machine Learning in Data Compression (until 16:30)
14:00 Network Pruning - Javier Mauricio Duarte (Fermi National Accelerator Lab. (US))  
14:30 Compression with Auto-encoders - Mr Constantin Niko Weisser (Massachusetts Inst. of Technology (US))  
15:00 Informational basis of Energy Flow - Jesse Thaler (MIT)  
15:30 Parting Thoughts - J Michael Williams (Massachusetts Inst. of Technology (US))