Speaker
Martin Erdmann
(RWTH Aachen University)
Description
- Most burning research question: Application of Information Field Theory to current issues in signal processing.
- would like to improve your knowledge: Information Field Theory.
- expertise: Deep Learning.
- data handling: Parallel processing of event-by-event operations for fast turnarounds, scientific user interface for modern work in physics via web platform.
- kind of data: event-by-event data -> Algorithm development, especially deep learning methods and their application.
- expertise in computing and / or software development: Long term experience in large software projects with 3-12 developers, tracking systems, feedback etc. CRPropa simulation program, VISPA-cloud service data analysis.
- field and role: University professor in experimental physics, particle and astroparticle physics.
Please describe areas in which you would like to improve your knowledge / skills.
Information Field Theory
What is your field and role?
University professor in experimental physics, particle and astroparticle physics.
What is your expertise in computing and / or software development?
Long term experience in large software projects with 3-12 developers, tracking systems, feedback etc. CRPropa simulation program, VISPA-cloud service data analysis
My current most burning research question, I like to find partners for, is:
Application of Information Field Theory to current issues in signal processing.
Please describe areas in which you can contribute to “data handling” teaching.
Parallel processing of event-by-event operations for fast turnarounds, scientific user interface for modern work in physics via web platform
In ErUM-Data, what kind of data are you dealing with?
Algorithm development, especially deep learning methods and their application to event-by-event data.
Please describe your expertise/areas in which you would like to contribute / advise.
Deep Learning
| Your ErUM - Committee is | More than one |
|---|---|
| List of Committees: | KAT, KET |
| Do you consent to the data usage and public abstract data posting in the ErUM-Data Community Information Exchange? | Yes |
Primary author
Martin Erdmann
(RWTH Aachen University)
