ORIGINS Data Science Days

from Tuesday, January 24, 2023 (9:00 AM) to Wednesday, January 25, 2023 (6:00 PM)
MIAPbP Seminar Room

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