An innovative adaptive kriging approach for efficient binary classification of mechanical problems. - Jan Niklas Fuhg; Amelie Fau (CoRR, 2019)

Surrogate model approach for investigating the stability of a friction-induced oscillator of Duffing's type. - Jan Niklas Fuhg; Amelie Fau (CoRR, 2019)

Model-data-driven constitutive responses: application to a multiscale computational framework. - Jan Niklas Fuhg; Christoph Böhm 005; Nikolaos Bouklas; Amelie Fau; Peter Wriggers; Michele Marino (CoRR, 2021)

Interval and fuzzy physics-informed neural networks for uncertain fields. - Jan Niklas Fuhg; Amelie Fau; Nikolaos Bouklas (CoRR, 2021)

MORe DWR: Space-time goal-oriented error control for incremental POD-based ROM. - Hendrik Fischer; Julian Roth; Thomas Wick; Ludovic Chamoin; Amelie Fau (CoRR, 2023)

MORe DWR: Space-time goal-oriented error control for incremental POD-based ROM for time-averaged goal functionals. - Hendrik Fischer; Julian Roth; Thomas Wick; Ludovic Chamoin; Amelie Fau (J. Comput. Phys., 2024)

Adaptive space-time model order reduction with dual-weighted residual (MORe DWR) error control for poroelasticity. - Hendrik Fischer; Julian Roth; Ludovic Chamoin; Amelie Fau; Mary F. Wheeler; Thomas Wick (Adv. Model. Simul. Eng. Sci., 2024)