First MODE Workshop on Differentiable Programming

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Auditorium CYCL-01 (CP3, Louvain-la-Neuve)

Auditorium CYCL-01

CP3, Louvain-la-Neuve

CP3, Université catholique de Louvain, Chemin du Cyclotron, 2, B1348 Louvain-la-Neuve, Belgium Google maps: https://goo.gl/maps/qwpBmVebZK3XNvEi7
Pietro Vischia (Universite Catholique de Louvain (UCL) (BE)), Christophe Delaere (Universite Catholique de Louvain (UCL) (BE)), Tommaso Dorigo (Universita e INFN, Padova (IT)), Andrea Giammanco (Universite Catholique de Louvain (UCL) (BE)), Giles Chatham Strong (Universita e INFN, Padova (IT)), Carine Baras (secretariat) (Université catholique de Louvain), Carinne Mertens (secretariat) (Université catholique de Louvain)
Description

Registrations are now closed.

In case of issues please contact Dr. Pietro Vischia at the email address below.

Overview of the sessions:

  • Opening lecture:

    • Atilim Gunes Baydin (University of Oxford): Differentiable programming applications to design optimization

  • Confirmed keynote lectures

    • Mikhail Belkin (Halıcıoğlu Data Science Institute, UCSD): Generalization properties of neural networks through the prism of interpolation

    • Adam Paszke (Google Brain): JAX for scientific computing

       
  • Applications in muon tomography
  • Progress in Computer Science
  • Applications and requirements for particle physics
  • Applications and requirements in astro-HEP
  • Applications and requirements for neutrino detectors
  • Applications and requirements in nuclear physics experiments
  • Discussion on the status and needs of the discipline (one parallel session per each of the other sessions)

 

Organizing Committee:

  • Pietro Vischia (UCLouvain)
  • Christophe Delaere (UCLouvain)
  • Tommaso Dorigo (INFN-PD)
  • Andrea Giammanco (UCLouvain)
  • Giles Strong (INFN-PD)
  • Carine Baras (secretariat) (UCLouvain)
  • Carinne Mertens (secretariat) (UCLouvain)

 

Scientific Advisory Committee:

  • Kyle Cranmer (New York U., HEP/ML)
  • Julien Donini (U. Clermont Auvergne, HEP)
  • Andrea Giammanco (U. Cath. Louvain, HEP/Muon Tomography)
  • Atilim Gunes Baydin (Oxford U., CS)
  • Piero Giubilato (U. Padova, hadron therapy)
  • Gian Michele Innocenti (CERN, nuclear physics/ML)
  • Michael Kagan (SLAC, HEP/CS)
  • Riccardo Rando (. Padova, astro-HEP)
  • Roberto Ruiz de Austri Bazan (IFIC Valencia, astro-HEP)
  • Kazuhiro Terao (Columbia U., neutrino/ML)
  • Andrey Ustyuzhanin (Higher School of Economics, Nat. Res. Univ. Moscow, CS)
  • Christoph Weniger (U. Amsterdam, astro-HEP)

 

   This workshop is partially supported by the joint ECFA-NuPECC-APPEC Activities (JENAA).

 
   This workshop is partially supported by National Science Foundation grant OAC-1836650 (IRIS-HEP).

 
Participants
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