Speaker
Erik Bründermann
(KIT)
Description
- most burning question: how to easily access and run a plethora of AI & ML algorithms on the same data and benchmark it to known standards in statistics and models in physics.
- like to gain new knowledge/insights via visualisation of condensed, complex, partly sparse, partly correlated, multidimensional data.
- expertise: data analysis and visualization.
- data handling: good practice in large-scale facility and with IT experts challenges in research data management
- kind of data: multi-dimensional incl. timeseries and multi-modal data. Big data.
- expertise computing / software development: long-term experience in programming and data analysis
- field: physics (incl. mathematics)
- role: head of department (accelerator R&D and operations). Dept. with IT group servicing large-scale facility and AI&ML team active in various use cases such as autonomous accelerator
Please describe areas in which you would like to improve your knowledge / skills.
like to gain new knowledge / insights via visualisation of condensed, complex, partly sparse, partly correlated, multidimensional data.
Please describe areas in which you can contribute to “data handling” teaching.
good practice in large-scale facilities and with IT experts challenges in research data management
My current most burning research question, I like to find partners for, is:
how to easily access and run a plethora of AI&ML algorithms on the same data and benchmark it to known standards in statistics and models in physics
What is your expertise in computing and / or software development?
long-term experience in programming and data analysis
In ErUM-Data, what kind of data are you dealing with?
multi-dimensional incl. timeseries and multi-modal data. Big data
Please describe your expertise/areas in which you would like to contribute / advise.
data analysis and visualization
What is your field and role?
- field: physics (incl. mathematics)
- role: head of department (accelerator R&D and operations). Dept. with IT group servicing large-scale facility and AI&ML team active in various use cases such as autonomous accelerator
| Your ErUM - Committee is | KfB - Komitee für Beschleunigerphysik |
|---|---|
| Do you consent to the data usage and public abstract data posting in the ErUM-Data Community Information Exchange? | Yes |
Primary author
Erik Bründermann
(KIT)
