Machine learning plasma-surface interface for coupling sputtering and gas-phase transport simulations. - Florian Krüger; Tobias Gergs; Jan Trieschmann (CoRR, 2018)

An efficient plasma-surface interaction surrogate model for sputtering processes based on autoencoder neural networks. - Tobias Gergs; Borislav Borislavov; Jan Trieschmann (CoRR, 2021)

Physics-separating artificial neural networks for predicting initial stages of Al sputtering and thin film deposition in Ar plasma discharges. - Tobias Gergs; Thomas Mussenbrock; Jan Trieschmann (CoRR, 2022)

Physics-separating artificial neural networks for predicting sputtering and thin film deposition of AlN in Ar/N$_2$ discharges on experimental timescales. - Tobias Gergs; Thomas Mussenbrock; Jan Trieschmann (CoRR, 2023)

Machine learning for advancing low-temperature plasma modeling and simulation. - Jan Trieschmann; Luca Vialetto; Tobias Gergs (CoRR, 2023)

Nonlinear behavior of area dependent interface type resistive switching devices. - Sahitya Yarragolla; Torben Hemke; Fares Jalled; Tobias Gergs; Jan Trieschmann; Tolga Arul; Thomas Mussenbrock (CoRR, 2024)