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