Data Driven Modeling @ BTU

Dr.-Ing. Jan Trieschmann

I’m research scientist and group leader of Data Driven Modeling division at Electrodynamics and Physical Electronics Group, Brandenburg University of Technology Cottbus-Senftenberg. My research focus is on computational electromagnetics and data driven modeling in the subject areas of plasma engineering, physical electronics, materials science, and photonics.

Specifically, this relates to

the numerical modeling of the dynamics and the electromagnetic response of tunable periodic (plasma) band gap structures and RF devices, and
the multi-scale / multi-physics model coupling of the plasma-surface interface.

These topics are addressed using conventional numerical methods (e.g., Finite Difference, Finite Element, and Finite Volume techniques) as well as data-driven methods such as surrogate models and artificial neural networks. The latter involves machine learning algorithms to realize the bridging, for instance, of the atomistic surface dynamics scale and the macroscopic scale of the gas-phase in plasma modeling.

Team

Borislav Borislavov, B.Sc.
Tobias Gergs, M.Sc.

Former Members
Florian Krüger, M.Sc.
Frederik Schmidt, Dr.-Ing.

Projects

Deutsche Forschungsgemeinschaft – GEPRIS

Transregio TRR 87 – Pulsed high power plasmas for the synthesis of nanostructured functional layers

TRR 87 / Project C08 – Heavy particle processes in high power plasmas
funded by Deutsche Forschungsgemeinschaft (2018-2022)

Publications

List of publications
arXiv preprints
Dissertation: Particle transport in technological plasmas

Selected Publications

Contact

Dr.-Ing. Jan Trieschmann
Brandenburg University of Technology Cottbus-Senftenberg
Theoretical Electrical Engineering
Building 3A / Room 241
Siemens-Halske-Ring 14
D-03046 Cottbus
Germany

Email
Phone

Jan.Trieschmann [at] b-tu.de
+49 (0) 355 / 69 5158