2022 CERN openlab Technical Workshop

Name: 2022 CERN openlab Technical Workshop
Start: 2022-03-21T12:00:00+01:00
End: 2022-03-23T18:00:00+01:00
Location: CERN

21 Mar 2022, 12:00 → 23 Mar 2022, 18:00 Europe/Zurich

Zoom (CERN)

Zoom

CERN

Maria Girone (CERN)

Description

At the 2022 CERN openlab Technical Workshop we will review the R&D projects carried out in the first year of our seventh three-year phase and discuss future plans.

The event will feature short technical talks, panel discussions on specific topics and deep-dive sessions dedicated to particular projects. As this event will be held online, most of the sessions will take place in the afternoons (local time at CERN) to facilitate participation from all around the world.

We hope to see many of you taking part in this event, please register here.

Kristina Gunne

kristina.gunne@cern.ch

Registration

Registration form

Participants

234 View full list

Monday 21 March ¶
- 1
  
  Welcome and workshop goals¶
  
  Speaker: Maria Girone (CERN)
- 2
  
  Welcome address by Enrica Porcari, Head of CERN IT Department¶
  
  Speaker: Enrica Maria Porcari (CERN)
- 3
  
  Setting the scene: CERN openlab Strategy 2021-2023¶
  
  Speaker: Alberto Di Meglio (CERN)
  
  CERN openlab Phase VII Innovation 20220321 v1.pdf
  
  CERN openlab Phase VII Innovation 20220321 v1.pptx
- Exascale technologies: Heterogeneous Architectures Adoption, Unified Programming Models and Benchmarking¶
  
  Convener: Maria Girone (CERN)
  - 4
    
    Introduction to Exascale¶
    
    Speaker: Maria Girone (CERN)
  - 5
    
    The Allen project¶
    
    Speakers: Niko Neufeld (CERN), Vladimir Gligorov (Centre National de la Recherche Scientifique (FR))
    
    Allen_OpenLab_2022.pdf
  - 6
    
    The Patatrack project¶
    
    Speaker: Wahid Redjeb (Rheinisch Westfaelische Tech. Hoch. (DE))
    
    OpenlabWorkshop_patatrack.pdf
  - 7
    
    Exploring heterogeneous architectures in ATLAS¶
    
    Speaker: Attila Krasznahorkay (CERN)
    
    Exploring Heterogeneous Architectures in ATLAS 2022.03.21..pdf
  - 14:30
    
    Q&A/break
  - 8
    
    Accelerating Madgraph with OneAPI¶
    
    Speaker: Laurence Field (CERN)
    
    2022-OneAPI_final.pdf
  - 9
    
    Heterogeneous Architectures Testbed at CERN¶
    
    Speakers: Joaquim Santos (CERN), Krzysztof Michal Mastyna (CERN), Luca Atzori (CERN)
    
    Heterogeneous_Architectures_Testbed_at_CERN_2022.pdf
  - 10
    
    Benchmarking on HPC¶
    
    Speaker: David Southwick (CERN)
    
    Benchmarking_HPC_Southwick_OLTW_2022.pdf
  - 15:10
    
    Q&A/break
  - 11
    
    Panel: The challenges of adopting heterogeneous architectures in HEP (Panelists: James Reinders - Intel, Tom Gibbs - NVIDIA, Andrea Bocci , Attila Krasznahorkay, Vladimir Gligorov, Stephan Hageboeck)¶
    
    Material referred to during the Panel discussion
    https://arxiv.org/pdf/2203.02544.pdf
- Exascale technologies: Advanced data and storage solutions¶
  
  Convener: Maria Girone (CERN)
  - 12
    
    Mapping ROOT RNTuple I/O data structures to DAOS objects¶
    
    Speaker: Javier Lopez Gomez (CERN)
    
    openlab_Technical_Workshop_RNTupleDAOS_21032022.pdf
  - 13
    
    NextGen Archiver for WinCC OA-based SCADA systems at CERN¶
    
    Speaker: Antonin Kveton (Charles University (CZ))
    
    NextGen Archiver for WinCC OA.pdf
  - 14
    
    Update on EOS productisation - Comtrade 360's EOS Windows Native Client¶
    
    Speakers: Gregor Molan (Comtrade 360's AI Lab), Luca Mascetti (CERN)
    
    2022-openlab-EOS-productisation.pdf
    
    2022-openlab-EOS-productisation.pptx
  - 16:20
    
    Q&A/break
  - 15
    
    Oracle Cloud: Taking advantage of Hybrid Cloud¶
    
    Speaker: Antonio Nappi (CERN)
    
    openlab_workshop_2022-final.odp
    
    openlab_workshop_2022-final.odp
    
    openlab_workshop_2022-final.pdf
    
    openlab_workshop_2022-final.pdf
  - 16
    
    ML model registry in the cloud¶
    
    Speaker: Dr Sofia Vallecorsa (CERN)
    
    oracle_otw_2022_sofia.pdf
- Exascale technologies: Artificial Intelligence and High Performance Computing¶
  
  Convener: Maria Girone (CERN)
  - 17
    
    Hyperparameter Optimization using HPC systems in CoE RAISE¶
    
    Speaker: Eric Wulff (CERN)
    
    Hypertuning_on_HPC_systems_in_CoE_RAISE.pdf
  - 18
    
    ML Inference in the CMS L1 trigger using Micron Deep Learning Accelerator¶
    
    Speaker: Thomas Owen James (CERN)
    
    micron_21032022.pdf
  - 19
    
    Deep Learning with Micron FPGAs on protoDune¶
    
    Speaker: Miroslav Kubu (CERN)
    
    dl_fpga_protodune.pdf
  - 17:20
    
    Q&A/break
  - 20
    
    Panel: Artificial Intelligence and High Performance Computing (Panelists: Walter Riviera - Intel, Aliasger Zaidy - Micron, Tom Gibbs -NVIDIA, Eric Aquaronne - IBM, Gregor Molan - Comtrade 360)¶
Tuesday 22 March ¶
- Artificial Intelligence for Science¶
  
  Conveners: Sofia Vallecorsa (CERN), Maria Girone (CERN)
  - 21
    
    Introduction of AI for Science¶
    
    Speaker: Sofia Vallecorsa (CERN)
    
    AIintro_otw_2022_sofia.pdf
  - 22
    
    Deep Learning based reconstruction for Dune¶
    
    Speaker: Marco Rossi (CERN)
    
    pDUNEreco_openlabworkshop2022.pdf
  - 23
    
    Generative Models for fast simulation¶
    
    Speaker: Kristina Jaruskova (CERN)
    
    kj_OPLworkshop_gen4sim.pdf
  - 24
    
    Advanced training strategies for GANs¶
    
    Speaker: Renato Paulo Da Costa Cardoso (Universidade de Lisboa (PT))
    
    Advanced_GAN_training.pdf
  - 14:10
    
    Q&A/break
  - 25
    
    Panel: Artificial Intelligence for Science¶
    
    Participants
    Verena Kain (CERN)
    Alvaro Garcia Gonzalez (CERN)
    Ilaria Luise (Stony Brook U.)
    Christian Lessig (Magdeburg U.)
- Multi-Science Collaborations¶
  
  Conveners: Fons Rademakers (CERN), Alberto Di Meglio (CERN)
  - 26
    
    Introduction to collaborating on multi-sciences¶
    
    Speaker: Fons Rademakers (CERN)
  - 27
    
    Working with CERN Knowledge Transfer - Sample of cases and projects¶
    
    Speaker: Nick Ziogas (CERN)
    
    KT OL Tech Forum_220322.pdf
    
    KT OL Tech Forum_220322.pptx
  - 28
    
    The BioDynaMo project¶
    
    Speaker: Tobias Duswald (Technische Universitat Munchen (DE))
    
    2022-03-22_biodynamo.pdf
  - 29
    
    CERN Science for open data - CS4OD project¶
    
    Speaker: Anna Ferrari (CERN)
    
    OTW_2022.pdf
  - 30
    
    Roche project¶
    
    Speaker: Nicola Serra (University of Zurich (CH))
    
    CERN Roche.pdf
  - 15:50
    
    Q&A/break
  - 31
    
    Building Damage Assessment at UNOSAT¶
    
    Speaker: Dr Sofia Vallecorsa (CERN)
    
    unosat_otw_2022_sofia.pdf
  - 32
    
    AtmoRep: Large scale representation learning for atmospheric dynamics¶
    
    Speaker: Christian Lessig (University of Magdeburg)
    
    atmorep_cern_openlab_ws22_small.pdf
  - 33
    
    Quantum CNN for multi-class classification¶
    
    Speaker: Su Yeon Chang (EPFL - Ecole Polytechnique Federale Lausanne (CH))
    
    QCNN_multiclass_classification.pdf
    
    QCNN_multiclass_classification.pptx
  - 34
    
    Post-Quantum Privacy-Preserving Data Analysis Pipelines¶
    
    Speakers: Gabriele Morello (Politecnico di Torino (IT)), Jose Cabrero Holgueras (University Carlos III (ES))
    
    Quantumacy_CERN_openlab_Workshop_2022.pdf
  - 16:40
    
    Q&A/break
  - 35
    
    Panel: Importance and sustainability of multi-science projects¶
    
    Discussion on managing and funding of software projects that are being used across different scientific disciplines. Is a pure Open Source approach enough or sufficient? How can funding be secured for the long term? And more...
    
    Speakers: Dr Fons Rademakers (CERN), Prof. Frank Pijpers (CBS / UvA), Dr Roman Bauer (Univ Surrey)
- Projects deep-dive session: Session 2¶
  - 36
    CS4OD deep dive session¶
    
    Deep dive section topics:
    
    Excess of mortality use case, from requirements to solutions. Meet the researchers.
    
    From healthcare to climate change, requirements, pipelines definitions and solutions: an overview of the platform.
    
    Bring your own use cases (an interactive Q&A)
    
    Speakers: Alexandros Ioannidis (CERN), Anna Ferrari (CERN), Benedetta Pongiglione (Bocconi University ), Ivan Knezevic (SEEIIST Association (CH))
    
    cs4od_deep_dive_BP.pdf
  - 37
    Micron deep dive session¶
    
    Thomas James, Micron-CMS Deep Dive Introduction, 10 mins
    
    Rocco Ardino, 40 MHz Level-1 Scouting at CMS: Physics Scenarios for Run 3 and beyond, 20 mins
    
    Abhishek Chaurasia, Neural Network Architectural Optimisations, 15 mins
    
    Donavan Erikson, Asynchronous Data Load, 5 mins
    
    Discussion and Q&A, 10 mins
    
    Speakers: Emilio Meschi (CERN), Thomas Owen James (CERN)
    
    22_03_22__OpenLab__L1ScoutingPhysics.pdf
    
    micron_deepdive_22032022.pdf
    
    a) CMS and protoDune deep dive presentation¶
    
    Thomas James, Micron-CMS Deep Dive Introduction, 10 mins
    
    Rocco Ardino, 40 MHz Level-1 Scouting at CMS: Physics Scenarios for Run 3 and beyond, 20 mins
    
    Abhishek Chaurasia, Neural Network Architectural Optimisations, 15 mins
    
    Donavan Erikson, Asynchronous Data Load, 5 mins
    
    Discussion and Q&A, 10 mins
    
    Speakers: Abhishek Chaurasia (Micron), Donavan Erickson (Micron)
Wednesday 23 March ¶
- Quantum Technology Initiative - Computing and Communications¶
  
  Conveners: Alberto Di Meglio (CERN), Sofia Vallecorsa (CERN)
  - 38
    
    Introduction to the Quantum Technology Initiative¶
    
    Speaker: Alberto Di Meglio (CERN)
    
    CERN QTI Overview 20220323.pdf
    
    CERN QTI Overview 20220323.pptx
  - 39
    
    Gradient of cost function for general ansatz in variational quantum algorithms¶
    
    Speaker: Lento Nagano (University of Tokyo (JP))
    
    cern_openlab2022_share.pdf
  - 40
    
    Physics searches with quantum classifiers and anomaly detection at the LHC¶
    
    Speaker: Vasilis Belis (ETH Zurich (CH))
    
    cern_openlab_technical_workshop.pdf
  - 41
    
    Quantum Reinforcement Learning for Beam Steering¶
    
    Speaker: Michael Schenk (CERN)
    
    OpenlabWorkshop_230322.pdf
    
    OpenlabWorkshop_230322.pptx
  - 14:10
    
    Q&A/break
  - 42
    
    Quantum Simulation of neutrino-nuclei scattering¶
    
    Speaker: Oriel Orphee Moira Kiss (Universite de Geneve (CH))
    
    OTW_22_Oriel_KISS.pdf
    
    OTW_22_Oriel_KISS.pptx
  - 43
    
    Quantum GAN¶
    
    Speaker: Florian Rehm (Rheinisch Westfaelische Tech. Hoch. (DE))
    
    Florian_Rehm_QGAN_v2.pdf
  - 44
    
    Quantum kernels studies¶
    
    Speaker: Francesco Di Marcantonio (CERN Openlab)
    
    Quantum Kernel Studies.pdf
    
    Quantum Kernel Studies.pptx
  - 45
    
    Quantum self-attention mechanism¶
    
    Speaker: Dominic Pasquali (University of California,Santa Cruz (US))
    
    Quantum Self-Attention (present).pdf
  - 46
    
    QML: Connecting the dots¶
    
    Speaker: Michele Grossi (CERN)
    
    openlab_techworkshop_Grossi.pdf
  - 15:20
    
    Q&A/break
  - 47
    
    Panel: QC for HEP: Challenges and opportunities. Panelists: Stefano Carrazza (U. Milano), Elias Combarro (U. Oviedo) , Donatella Lucchesi (U. Padova), Ivano Tavernelli (IBM)¶
    
    Openlab_QTI_panel_session.pdf
- 48
  
  Closing¶

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