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COMETA WG2: Normalizing Flows in Particle Physics and Beyond

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Alessandra Cappati (Centre National de la Recherche Scientifique (FR)), Claudius Krause (HEPHY Vienna (ÖAW)), Riccardo Finotello (CEA Paris-Saclay)
Description

Topical Meeting of COMETA WG2: Technological innovation in data analysis

    • 1
      News from the WG Leaders
      Speakers: Alessandra Cappati (Centre National de la Recherche Scientifique (FR)), Dr Claudius Krause (HEPHY Vienna (ÖAW)), Dr Riccardo Finotello (CEA Paris-Saclay)
    • 2
      Introduction to Normalizing Flows
      Speaker: Dr Claudius Krause (HEPHY Vienna (ÖAW))
      flows_intro.C.Krause.pdf
    • 3
      Normalizing Flows for Calorimeter Simulation
      Speaker: Dr Claudius Krause (HEPHY Vienna (ÖAW))
      CaloSim.C.Krause.pdf
    • 4
      Generative Unfolding with Conditional Invertible Neural Networks
      Speaker: Sofia Palacios Schweitzer (ITP, University Heidelberg)
      Cometa_SofiaPalaciosSchweitzer.pdf
    • 5
      Normalizing Flows for importance sampling in lattice computations
      Speaker: Kim Nicoli (University of Bonn (TRA Matter), HISKP)
      COMETA - March 28.pdf
      Recording_NF_lattice_KimNicoli.mp4
    • 6
      The MadNIS Reloaded: Enhancing MadGraph with Neural Importance Sampling
      Speaker: Ramon Winterhalder (UCLouvain)
      madnis_winterhalder.pdf
      Recording_NF_MadNIS_RamonWinterhalder.mp4
    • 7
      Discussion and Concluding Remarks
      Speakers: Alessandra Cappati (Centre National de la Recherche Scientifique (FR)), Dr Claudius Krause (HEPHY Vienna (ÖAW)), Dr Riccardo Finotello (CEA Paris-Saclay)
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