Amelie Fau

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Spatio Temporal

Binary Classification

Top Venues

J. Comput. Phys.

Adv. Model. Simul. Eng. Sci.

Publications

Hendrik Fischer, Julian Roth, Thomas Wick, Ludovic Chamoin, Amelie Fau
MORe DWR: Space-time goal-oriented error control for incremental POD-based ROM for time-averaged goal functionals. J. Comput. Phys. 504 (2024)
Hendrik Fischer, Julian Roth, Ludovic Chamoin, Amelie Fau, Mary F. Wheeler, Thomas Wick
Adaptive space-time model order reduction with dual-weighted residual (MORe DWR) error control for poroelasticity. Adv. Model. Simul. Eng. Sci. 11 (1) (2024)
Hendrik Fischer, Julian Roth, Ludovic Chamoin, Amelie Fau, Mary F. Wheeler, Thomas Wick
Adaptive space-time model order reduction with dual-weighted residual (MORe DWR) error control for poroelasticity. CoRR (2023)
Hendrik Fischer, Julian Roth, Thomas Wick, Ludovic Chamoin, Amelie Fau
MORe DWR: Space-time goal-oriented error control for incremental POD-based ROM. CoRR (2023)
Jan Niklas Fuhg, Amelie Fau, Nikolaos Bouklas
Interval and fuzzy physics-informed neural networks for uncertain fields. CoRR (2021)
Jan Niklas Fuhg, Christoph Böhm, Nikolaos Bouklas, Amelie Fau, Peter Wriggers, Michele Marino
Model-data-driven constitutive responses: application to a multiscale computational framework. CoRR (2021)
Jan Niklas Fuhg, Amelie Fau
An innovative adaptive kriging approach for efficient binary classification of mechanical problems. CoRR (2019)
Jan Niklas Fuhg, Amelie Fau
Surrogate model approach for investigating the stability of a friction-induced oscillator of Duffing's type. CoRR (2019)