ORIGINS Data Science Days

Name: ORIGINS Data Science Days
Start: 2023-01-24T09:00:00+01:00
End: 2023-01-25T18:00:00+01:00
Location: MIAPbP Seminar Room

Jan 24, 2023, 9:00 AM → Jan 25, 2023, 6:00 PM Europe/Berlin

MIAPbP Seminar Room

Boltzmannstraße 2, 85748 Garching bei München

Description

Topic: ORIGINS Data Science Days, 24-25 January 2023

Time: This is a recurring meeting Meet anytime

Join Zoom Meeting

https://tum-conf.zoom.us/j/62719837285?pwd=VzhsMHg2T3A5MW1Kdnk5Uy84Y2ZnQT09

Meeting ID: 627 1983 7285

Passcode: 147160

Live Notes:

Live Notes Google Doc

Registration

Participants

Surveys

Attendance and Pizza Survey

Tuesday, January 24
- Tue, Jan 24
- Wed, Jan 25
- 9:30 AM → 9:50 AM
  Welcome & Introduction
  - 9:30 AM
    
    Welcome & Introduction 20m
    
    Speaker: Lukas Heinrich (CERN/TUM)
    
    ODSL_DataScienceDays_Welcom.pdf
- 9:50 AM → 12:00 PM
  RU-A
  
  Convener: Jonas Würzinger (ODSL/MPP/TUM)
  - 9:50 AM
    
    Theoretical Physics meets ML 20m
    
    Speaker: Sven Krippendorf (LMU)
    
    odsl_scienceday.pdf
  - 10:10 AM
    
    Overview Talk - experiment 20m
    
    Speaker: Nikolai Hartmann (LMU)
    
    nikolai_origins-data-science-days-24.01.2023.pdf
  - 10:30 AM
    
    Main discussion 15m
  - 10:45 AM
    
    Coffee Break 15m
  - 11:00 AM
    
    ML goes Femtoscopy: How bayesian inference can constrain the Source 15m
    
    Speaker: Maximilian Korwieser (TUM)
    
    ORIGINS_DSD24012023_FemtoML_MK.pdf
  - 11:15 AM
    
    Inference of the neutron star equation of state 15m
    
    Speaker: Len Brandes (TU Munich)
    
    origins_datasciencedays_2023_Brandes.pdf
  - 11:30 AM
    
    Main discussion 30m
- 12:00 PM → 1:30 PM
  
  Lunch break 1h 30m
- 1:30 PM → 3:30 PM
  RU-B
  
  Convener: Jakob Knollmüller (ORIGINS Data Science Lab)
  - 1:30 PM
    
    Machine Learning in Large-Volume Neutrino Detectors 20m
    
    Speaker: Christian Haack (TUM)
    
    Machine Learning in Large-Volume Neutrino Detectors.pptx
  - 1:50 PM
    
    Main discussion 20m
  - 2:10 PM
    
    Neutrino mass observables 15m
    
    Speaker: Christoph Wiesinger (MPP, TUM)
    
    20230124_NeutrinoMass_ODSL.pdf
  - 2:40 PM
    
    Data Science challenges ahead of the LEGEND experiment 15m
    
    Speaker: Luigi Pertoldi (TU München, INFN Padova)
    
    202301-ORIGINSDataScienceDays.pdf
  - 2:55 PM
    
    Machine learning methods for analysis and control of cryogenic calorimeters 15m
    
    Speaker: Wagner Felix
    
    presentation link
  - 3:10 PM
    
    Main discussion 20m
- 3:30 PM → 4:10 PM
  
  coffee break 40m
- 4:10 PM → 6:00 PM
  RU-C
  
  Convener: Lukas Heinrich (CERN/TUM)
  - 4:15 PM
    
    Explainable deep learning for cosmological structure formation 20m
    
    Speaker: Luisa Lucie-Smith (MPA)
    
    Origins Data Science Day Jan 2023.pdf
  - 4:35 PM
    
    Main discussion 20m
  - 4:55 PM
    
    Exploring new physics beyond LCDM with frequentist statistics 15m
    
    Speaker: Laura Herold (MPA)
    
    Origins_lauraherold.pdf
  - 5:10 PM
    
    The optimisation of shear integrated 3PCF using machine learning 15m
    
    Speaker: Laurence Gong (LMU)
    
    ORIGINS DATA SCIENCE DAY RU-C - Laurence Gong presentation.pdf
  - 5:25 PM
    
    News from Astrophysics, Cosmology, and Artificial Intelligence Group 15m
    
    Speaker: Daniel Gruen (LMU Munich)
    
    acai_odsl_0123.pdf
    
    acai_odsl_0123.pptx
  - 5:40 PM
    
    Main discussion 20m
- 6:00 PM → 9:00 PM
  
  Pizza! (plese fill in the survey to participate) 3h
Wednesday, January 25
- Tue, Jan 24
- Wed, Jan 25
- 10:00 AM → 12:30 PM
  RU-D
  
  Convener: Jonas Würzinger (ODSL/MPP/TUM)
  - 10:00 AM
    
    Dark matter substructure detection with machine learning 20m
    
    Speaker: Conor O'Riordan (MPA)
    
    oriordan_origins_jan_23.pdf
  - 10:20 AM
    
    The ALeRCE broker: an alert processing system for the upcoming Vera Rubin Observatory 15m
    
    Speaker: Paula Sanchez Saez (ESO)
    
    PaulaSanchezSaez_ALeRCE.pdf
  - 10:35 AM
    
    Main discussion 20m
  - 10:55 AM
    
    coffee break 15m
  - 11:10 AM
    
    Generative synthetic data modeling for cosmology with galaxy clusters 15m
    
    Speaker: Tamas Norbert Varga (Ludwig Maximilian University Munich)
    
    ODSL_Varga_2023_Jan_25-2.pdf
  - 11:25 AM
    
    Artificial Galaxy Image Generation with Deep Learning 15m
    
    Speaker: David Rufer
    
    Deep Learning Image Generation (David Rufer).pdf
  - 11:40 AM
    
    The Cosmological Webportal 15m
    
    Speaker: Lucas Valenzuela
    
    2023 ORIGINS Data Science Day Webportal.pdf
  - 11:55 AM
    
    Main discussion 20m
- 12:30 PM → 1:30 PM
  
  Lunch break 1h
- 1:30 PM → 3:30 PM
  RU-E
  
  Convener: Jakob Knollmüller (ORIGINS Data Science Lab)
  - 1:30 PM
    
    Data Tools to explore sequence space in experiments 20m
    
    Speaker: Dieter Braun (LMU Munich)
  - 1:50 PM
    
    Main discussion 20m
  - 2:10 PM
    
    Data handling for thermodiffusion modelling 15m
    
    Speaker: Christof Mast (LMU)
    
    DataScienceCluster_2023.pptx
  - 2:25 PM
    
    Sequencing data analysis 15m
    
    Speaker: Felix Dänekamp (LMU)
    
    Sequencing data analysis.pdf
  - 2:40 PM
    
    Main discussion 20m
- 3:30 PM → 4:30 PM
  Closeout
  - 3:30 PM
    
    Closing Remarks 20m
    
    Speaker: Lukas Heinrich (CERN/TUM)