Topic of the Week

US/Central
Sunrise - WH11NE (Fermilab)

Sunrise - WH11NE

Fermilab

Yuri Gershtein (Rutgers State Univ. of New Jersey (US)), Zoltan Gecse (Fermi National Accelerator Lab. (US))
Videoconference Rooms
Topic_of_the_Week
Name
Topic_of_the_Week
Description
Persistent Vidyo room for the TOTW series
Extension
10610125
Owner
Marguerite Belt Tonjes
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    • 15:00 16:00
      Advancing Particle Physics with Deep Learning 1h

      Machine learning has played a significant role in High Energy Physics since a long time mostly in event classification at the data analysis level. With advances in data science, and in particular in deep learning, very complex tasks in Internet Of Things are getting solved by learning a solution from data and experimentation. Deep learning has recently also entered Science and High Energy Physics, bringing improved performance at several levels. An overview of deep learning applications deployed in HEP is presented, followed by a broader view on prospects of applying deep learning to multiple challenges in particle physics.

      Speaker: Dr Jean-Roch Vlimant (California Institute of Technology (US))