ORIGINS Data Science Days

24 Jan 2023, 09:00 → 25 Jan 2023, 18:00 Europe/Berlin

MIAPbP Seminar Room

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

Tuesday 24 January

09:30 → 09:50 Welcome & Introduction

09:30 Welcome & Introduction

Speaker: Lukas Heinrich (CERN/TUM)

ODSL_DataScienceDays_Welcom.pdf

09:50 → 12:00 RU-A

Convener: Jonas Würzinger (ODSL/MPP/TUM)

09:50 Theoretical Physics meets ML

Speaker: Sven Krippendorf (LMU)

odsl_scienceday.pdf

10:10 Overview Talk - experiment

Speaker: Nikolai Hartmann (LMU)

nikolai_origins-data-science-days-24.01.2023.pdf

10:30 Main discussion

10:45 Coffee Break

11:00 ML goes Femtoscopy: How bayesian inference can constrain the Source

Speaker: Maximilian Korwieser (TUM)

ORIGINS_DSD24012023_FemtoML_MK.pdf

11:15 Inference of the neutron star equation of state

Speaker: Len Brandes (TU Munich)

origins_datasciencedays_2023_Brandes.pdf

11:30 Main discussion

12:00 → 13:30 Lunch break

13:30 → 15:30 RU-B

Convener: Jakob Knollmüller (ORIGINS Data Science Lab)

13:30 Machine Learning in Large-Volume Neutrino Detectors

Speaker: Christian Haack (TUM)

Machine Learning in Large-Volume Neutrino Detectors.pptx

13:50 Main discussion

14:10 Neutrino mass observables

Speaker: Christoph Wiesinger (MPP, TUM)

20230124_NeutrinoMass_ODSL.pdf

14:40 Data Science challenges ahead of the LEGEND experiment

Speaker: Luigi Pertoldi (TU München, INFN Padova)

202301-ORIGINSDataScienceDays.pdf

14:55 Machine learning methods for analysis and control of cryogenic calorimeters

Speaker: Wagner Felix

presentation link

15:10 Main discussion

15:30 → 16:10 coffee break

16:10 → 18:00 RU-C

Convener: Lukas Heinrich (CERN/TUM)

16:15 Explainable deep learning for cosmological structure formation

Speaker: Luisa Lucie-Smith (MPA)

Origins Data Science Day Jan 2023.pdf

16:35 Main discussion

16:55 Exploring new physics beyond LCDM with frequentist statistics

Speaker: Laura Herold (MPA)

Origins_lauraherold.pdf

17:10 The optimisation of shear integrated 3PCF using machine learning

Speaker: Laurence Gong (LMU)

ORIGINS DATA SCIENCE DAY RU-C - Laurence Gong presentation.pdf

17:25 News from Astrophysics, Cosmology, and Artificial Intelligence Group

Speaker: Daniel Gruen (LMU Munich)

acai_odsl_0123.pdf

acai_odsl_0123.pptx

17:40 Main discussion

18:00 → 21:00 Pizza! (plese fill in the survey to participate)

Wednesday 25 January

10:00 → 12:30 RU-D

Convener: Jonas Würzinger (ODSL/MPP/TUM)

10:00 Dark matter substructure detection with machine learning

Speaker: Conor O'Riordan (MPA)

oriordan_origins_jan_23.pdf

10:20 The ALeRCE broker: an alert processing system for the upcoming Vera Rubin Observatory

Speaker: Paula Sanchez Saez (ESO)

PaulaSanchezSaez_ALeRCE.pdf

10:35 Main discussion

10:55 coffee break

11:10 Generative synthetic data modeling for cosmology with galaxy clusters

Speaker: Tamas Norbert Varga (Ludwig Maximilian University Munich)

ODSL_Varga_2023_Jan_25-2.pdf

11:25 Artificial Galaxy Image Generation with Deep Learning

Speaker: David Rufer

Deep Learning Image Generation (David Rufer).pdf

11:40 The Cosmological Webportal

Speaker: Lucas Valenzuela

2023 ORIGINS Data Science Day Webportal.pdf

11:55 Main discussion

12:30 → 13:30 Lunch break

13:30 → 15:30 RU-E

Convener: Jakob Knollmüller (ORIGINS Data Science Lab)

13:30 Data Tools to explore sequence space in experiments

Speaker: Dieter Braun (LMU Munich)

13:50 Main discussion

14:10 Data handling for thermodiffusion modelling

Speaker: Christof Mast (LMU)

DataScienceCluster_2023.pptx

14:25 Sequencing data analysis

Speaker: Felix Dänekamp (LMU)

Sequencing data analysis.pdf

14:40 Main discussion

15:30 → 16:30 Closeout

15:30 Closing Remarks

Speaker: Lukas Heinrich (CERN/TUM)