1st Physics Monthly -- Topic: Time Series

Tuesday 18 Jun 2024, 14:00 → 16:05 Europe/Berlin

Zoom

Jens Buß (Lamarr Institute, TU Dortmund University)

In June we would like to start our monthly meeting series for the interdisciplinary research area of physics. 

 

In our 1st Physics Monthly:

• Area Chair Wolfgang Rhode will give a short introduction to the general process of knowledge discovery in empirical physics research and the machine learning related problem domains.
• We will take a closer look at the problem area of time series data analysis in physics with a short presentations from the perspective of physics and machine learning.

Zoom Link

14:00 → 14:05 Welcome

Speakers: Wolfgang Rhode (TU Dortmund), Dr Jens Buß (Lamarr Institute, TU Dortmund University)

14:05 → 14:20 Introduction to the Interdisciplinary Research Area Physics and her Problem Domains

Speaker: Wolfgang Rhode (TU Dortmund)

14:20 → 16:00 Time Series Data in Physics and ML

Short presentations from the problem domain "time series" with examples from the physics (ML tasks, time series data, common practice) and AI research (ML Methods, common use-cases & apllications, data requirements)

14:30 Mutli-Messenger and Multi-Wavelength Astronomy

Speaker: Prof. Julia Tjus (RUB)

lamarr_jun18_2024.pdf

14:45 Long-term Analysis with autoMAGIC

Speaker: Cyrus Walther (TU Dortmund University)

15:00 Time series analysis and forecasting

Speaker: Amal Saadallah (Lamarr Institute-TU Dortmund)

15:15 Interpretable Model Selection for Time Series Forecasting

Speaker: Matthias Jakobs (TU Dortmund)

Interpretable_and_Explainable_Online_Model_Selection.pdf

15:30 Examples of timeseries data in CTAO

Speaker: Maximilian Linhoff

15:45 Transient events in radio data

Speaker: Kevin Schmidt

15:50 → 16:00 A.O.B.