Large-Scale Neural Solvers for Partial Differential Equations. - Patrick Stiller; Friedrich Bethke; Maximilian Böhme; Richard Pausch; Sunna Torge 001; Alexander Debus; Jan Vorberger; Michael Bussmann; Nico Hoffmann (SMC, 2020)

Data-Driven Shadowgraph Simulation of a 3D Object. - Anna Willmann; Patrick Stiller; Alexander Debus; Arie Irman; Richard Pausch; Yen-Yu Chang; Michael Bussmann; Nico Hoffmann (CoRR, 2021)

Invertible Surrogate Models: Joint surrogate modelling and reconstruction of Laser-Wakefield Acceleration by invertible neural networks. - Friedrich Bethke; Richard Pausch; Patrick Stiller; Alexander Debus; Michael Bussmann; Nico Hoffmann (CoRR, 2021)

Continual learning autoencoder training for a particle-in-cell simulation via streaming. - Patrick Stiller; Varun Makdani; Franz Pöschel; Richard Pausch; Alexander Debus; Michael Bussmann; Nico Hoffmann (CoRR, 2022)