Jan Trieschmann

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Scanning Electron Microscope

Top Venues

Publications

Sahitya Yarragolla, Torben Hemke, Fares Jalled, Tobias Gergs, Jan Trieschmann, Tolga Arul, Thomas Mussenbrock
Nonlinear behavior of area dependent interface type resistive switching devices. CoRR (2024)
Tobias Gergs, Thomas Mussenbrock, Jan Trieschmann
Physics-separating artificial neural networks for predicting sputtering and thin film deposition of AlN in Ar/N$_2$ discharges on experimental timescales. CoRR (2023)
Ihda Chaerony Siffa, Markus M. Becker, Klaus-Dieter Weltmann, Jan Trieschmann
Towards a Machine-Learned Poisson Solver for Low-Temperature Plasma Simulations in Complex Geometries. CoRR (2023)
Jan Trieschmann, Luca Vialetto, Tobias Gergs
Machine learning for advancing low-temperature plasma modeling and simulation. CoRR (2023)
Tobias Gergs, Thomas Mussenbrock, Jan Trieschmann
Physics-separating artificial neural networks for predicting initial stages of Al sputtering and thin film deposition in Ar plasma discharges. CoRR (2022)
Sahitya Yarragolla, Torben Hemke, Jan Trieschmann, Finn Zahari, Hermann Kohlstedt, Thomas Mussenbrock
Stochastic behaviour of an interface-based memristive device. CoRR (2021)
Tobias Gergs, Borislav Borislavov, Jan Trieschmann
An efficient plasma-surface interaction surrogate model for sputtering processes based on autoencoder neural networks. CoRR (2021)
Florian Krüger, Tobias Gergs, Jan Trieschmann
Machine learning plasma-surface interface for coupling sputtering and gas-phase transport simulations. CoRR (2018)