Connecting The Dots 2020

from Monday, 20 April 2020 (04:00) to Thursday, 30 April 2020 (18:05)
Virtual/Digital only workshop

        : Sessions
    /     : Talks
        : Breaks
20 Apr 2020
21 Apr 2020
22 Apr 2020
23 Apr 2020
28 Apr 2020
29 Apr 2020
30 Apr 2020
AM
08:00 Detect New Physics with Deep Learning Trigger at the LHC - Zhenbin Wu (University of Illinois at Chicago (US))   ()
PM
13:00
Recording sessions - Michel De Cian (EPFL - Ecole Polytechnique Federale Lausanne (CH)) Vladimir Gligorov (Centre National de la Recherche Scientifique (FR)) (until 16:30) ()
13:00 Hashing and similarity learning for track reconstruction for the HL-LHC ATLAS detector - Moritz Kiehn (Universite de Geneve (CH))   ()
13:20 The Hybrid Seeding at LHCb - Louis Henry (Instituto de Física Corpuscular (IFIC))   ()
13:35 Fast parallel Primary Vertex reconstruction for the LHCb Upgrade - Florian Reiss (Centre National de la Recherche Scientifique (FR))   ()
13:55 A 30 MHz software trigger and reconstruction for the LHCb upgrade - Louis Henry (Instituto de Física Corpuscular (IFIC))   ()
14:25 Using an Optical Processing Unit for tracking and calorimetry at the LHC - Dr Laurent Basara (LAL/LRI, Université Paris Saclay)   ()
14:55 A Quantum Graph Network Approach to Particle Track Reconstruction - Mr Cenk Tuysuz (Middle East Technical University (TR))   ()
15:15 An updated hybrid deep learning algorithm for identifying and locating primary vertices - Marian Stahl (University of Cincinnati (US))   ()
15:30 Allen: A high level trigger on GPUs for LHCb - Thomas Julian Boettcher (Massachusetts Inst. of Technology (US))   ()
18:59 Workshop introduction   ()
19:00
Recording sessions - Matthias Danninger (Simon Fraser University (CA)) (until 22:00) ()
19:00 The Track finder algorithm for the Trigger System of the Mu2e experiment at Fermilab - Gianantonio Pezzullo (Yale University)   ()
19:30 Track Clustering with a Quantum Annealer for Primary Vertexing - Dr Souvik Das (Purdue University (US))   ()
20:00 A muon tracking algorithm for Level 1 trigger in the CMS barrel muon chambers during HL-LHC - Jaime Leon Holgado (Centro de Investigaciones Energéti cas Medioambientales y Tecno)   ()
20:15 Track Reconstruction on Free Streaming Data at PANDA - Jenny Regina (Uppsala University)   ()
20:45 Minimum Pt Track Reconstruction in ATLAS - William Patrick Mccormack (Lawrence Berkeley National Lab. (US))   ()
21:05 Parallelizable Track Pattern Recognition in High-Luminosity LHC - Philip Chang (Univ. of California San Diego (US))   ()
13:00
Recording sessions - David Rousseau (LAL-Orsay, FR) (until 16:40) ()
13:00 Level-1 Track Finding at CMS for the HL-LHC - Louise Skinnari (Northeastern University (US))   ()
13:30 Displaced Event Classification Using Graph Networks - Kim Albertsson (Lulea University of Technology (SE))   ()
13:50 Tracking performance with the HL-LHC ATLAS detector - Zachary Michael Schillaci (Brandeis University (US))   ()
14:05 Performance of Belle II tracking on collision data. - Simon Thomas Kurz   ()
14:35 Progress towards a 4D fast tracking pixel detector - Marco Petruzzo (Università degli Studi e INFN Milano (IT))   ()
15:05 Fast tracking for the HL-LHC ATLAS detector - Fabian Klimpel (Max-Planck-Institut fur Physik (DE))   ()
15:35 Exploring (Quantum) Track Reconstruction Algorithms for non-HEP applications - Kristiane Novotny Mrs Kristiane Novotny (GluoNNet)   ()
19:00
Recording sessions - Maurice Garcia-Sciveres (Lawrence Berkeley National Lab. (US)) (until 22:00) ()
19:00 Application of the Deep Sets architecture to track-based flavour tagging with the ATLAS detector - Nicole Michelle Hartman (SLAC National Accelerator Laboratory (US))   ()
19:30 Graph Neural Networks for Track Finding - Daniel Murnane (Lawrence Berkeley National Laboratory)   ()
20:00 Kinematic Kalman Filter Track Fit - David Brown (Lawrence Berkeley Lab)   ()
20:30 Learned Representations from Lower-Order Interactions for Efficient Clustering - Mr Nicholas Choma (Lawrence Berkeley National Laboratory)   ()
20:50 Performance of the Z Trigger under Luminosity Conditions: First Experience - Felix Meggendorfer (Max-Planck-Institute for Physics)   ()
21:05 Requirements, Status and plans for track reconstruction of the sPHENIX experiment - Joseph Osborn (Oak Ridge National Laboratory)   ()
21:35 Rescuing VBF Higgs Invisible Events with Novel Vertex Selection - Murtaza Safdari (SLAC National Accelerator Laboratory (US))   ()
13:00
Recording sessions - Markus Elsing (CERN) (until 16:45) ()
13:00 Overview of online and offline reconstruction in ALICE for LHC Run 3 - David Rohr (CERN)   ()
13:30 40 MHz Scouting with Deep Learning in CMS - Dejan Golubovic (University of Belgrade (RS))   ()
13:50 A novel reconstruction framework for an imaging calorimeter for HL-LHC - Dr Leonardo Cristella (CERN) Arabella Martelli (Imperial College (GB)) Felice Pantaleo (CERN) Marco Rovere (CERN) Loukas Gouskos (CERN)   ()
14:10 Global least squares alignment with Kalman Filter fitted tracks - Pawel Bruckman De Renstrom (Polish Academy of Sciences (PL))   ()
14:40 A Machine Learning based 3D Track Trigger for Belle II - Sebastian Skambraks (Max-Planck-Institut für Physik)   ()
15:10 An optical network for accelerating real-time tracking with FPGAs - Federico Lazzari (Universita & INFN Pisa (IT))   ()
15:30 ACTS Vertexing and Deep Learning Vertex Finding - Bastian Schlag (CERN / JGU Mainz)   ()
15:50 Fast pattern recognition for ATLAS track triggers in HL-LHC - William Kalderon (Brookhaven National Laboratory (US))   ()
19:00
Recording sessions - David Lange (Princeton University (US)) (until 22:20) ()
19:00 Graph Neural Networks for Reconstruction in Liquid Argon Time Projection Chambers - Jeremy Edmund Hewes (University of Cincinnati (US))   ()
19:20 Data Reconstruction Using Deep Neural Networks for Particle Imaging Neutrino Detectors - François Drielsma (Universite de Geneve (CH))   ()
19:50 Graph neural networks for FPGAs - Yutaro Iiyama (CERN)   ()
20:20 Particle Clustering and Flow Reconstruction for Particle Imaging Neutrino Detectors Using Graph Neural Networks - Dr François Drielsma (Universite de Geneve (CH))   ()
20:35 Applying Submanifold Sparse CNN in MicroBooNE - Dr Ran Itay (SLAC)   ()
21:25 Parallelizing the unpacking and clustering of detector data for reconstruction of charged particle tracks on multi-core CPUs and many-core GPUs - Bei Wang (Princeton University (US))   ()
21:40 Tracking performance with ACTS - Xiaocong Ai (UC Berkeley)   ()
22:10 Manifold reconstruction using linear approximations - Ms Panchali Nag (Duke University)   ()
16:00
Discussion sessions - Andreas Salzburger (CERN) (until 18:00) ()
16:00 Q/A from April 20 presentations - Thomas Julian Boettcher (Massachusetts Inst. of Technology (US)) Louise Skinnari (Northeastern University (US)) Marian Stahl (University of Cincinnati (US)) Jaime Leon Holgado (Centro de Investigaciones Energéti cas Medioambientales y Tecno) Louis Henry (Instituto de Física Corpuscular (IFIC)) Souvik Das (Purdue University (US)) Jenny Regina (Uppsala University) Philip Chang (Univ. of California San Diego (US)) Gianantonio Pezzullo (Yale University) Florian Reiss (Centre National de la Recherche Scientifique (FR)) Laurent Basara (LAL/LRI, Université Paris Saclay) William Patrick Mccormack (Lawrence Berkeley National Lab. (US)) Cenk Tuysuz (Middle East Technical University (TR))   ()
16:00
Discussion sessions - Markus Elsing (CERN) (until 18:00) ()
16:00 Q/A from April 21 presentations - Zhenbin Wu (University of Illinois at Chicago (US)) Moritz Kiehn (Universite de Geneve (CH)) Joseph Osborn (Oak Ridge National Laboratory) Daniel Murnane (Lawrence Berkeley National Laboratory) David Brown (Lawrence Berkeley Lab) Nicholas Choma (Lawrence Berkeley National Laboratory) Fabian Klimpel (Max-Planck-Institut fur Physik (DE)) Felix Meggendorfer (Max-Planck-Institute for Physics) Mrs Kristiane Novotny (GluoNNet) Kim Albertsson (Lulea University of Technology (SE)) Nicole Michelle Hartman (SLAC National Accelerator Laboratory (US)) Marco Petruzzo (Università degli Studi e INFN Milano (IT)) Simon Thomas Kurz Murtaza Safdari (SLAC National Accelerator Laboratory (US))   ()
16:00
Discussion sessions - David Rousseau (LAL-Orsay, FR) (until 18:05) ()
16:00 Q/A from April 22 recordings - William Kalderon (Brookhaven National Laboratory (US)) David Rousseau (LAL-Orsay, FR) Daniel Murnane (Lawrence Berkeley National Laboratory) Xiaocong Ai (UC Berkeley) Jeremy Edmund Hewes (University of Cincinnati (US)) Bei Wang (Princeton University (US)) François Drielsma (Universite de Geneve (CH)) Bastian Schlag (CERN / JGU Mainz) Federico Lazzari (Universita & INFN Pisa (IT)) Pawel Bruckman De Renstrom (Polish Academy of Sciences (PL)) Dejan Golubovic (University of Belgrade (RS)) Panchali Nag (Duke University) Loukas Gouskos (CERN) Yutaro Iiyama (CERN) Ran Itay (SLAC) Sebastian Skambraks (Max-Planck-Institut für Physik) David Rohr (CERN)   ()
18:00 Workshop Closeout - David Lange (Princeton University (US))   ()