Speaker
Description
In functional materials like catalysts we deal with a very high amount of correlated data analysed by spectroscopy/microscopy/scatteringin combination with function (e.g. infrared/gaschromatography/mass spectroscopy data). Hence, this results in not only 3D but also 4D- and 5D-data sets. The challenge are high amount of data, where we seek for collaborations. In addition, machine learning tools could be particularly interesting when several species are present.
In fact, we are interested in correlating tomographic X-ray diffraction with further techniques including operando studies. This would result in new insights in our field and improved catalyst design - materials that are used for > 90% of all chemical products applied around the globe.
What is your field and role?
Catalysis, physical chemistry, materials science, chemical engineering
What is your expertise in computing and / or software development?
Expertise: long term experience in use of tools for data analysis
Please describe your expertise/areas in which you would like to contribute / advise.
Expertise in catalysis, operando spectroscopy and tomography
Please describe areas in which you can contribute to “data handling” teaching.
Good-practice in large scale facilities, data bases
Please describe areas in which you would like to improve your knowledge / skills.
Data mining, machine learning tools, use for operando and tomographic data
My current most burning research question, I like to find partners for, is:
Most burning tasks: How can we exploit better and find links between AI & ML for data handling for operando XAS data as well as XRD/XAS/XRF-... Tomography: Data analysis and handling
In ErUM-Data, what kind of data are you dealing with?
Kind of data: 3D-, 4D- or even 5D-data, correlative techniques, tomography with function of temeprature, gas atmosphere, time
| Your ErUM - Committee is | KFS - Komitee für Forschung mit Synchrotronstrahlung |
|---|---|
| Do you consent to the data usage and public abstract data posting in the ErUM-Data Community Information Exchange? | Yes |
