Marius Zeinhofer

M. Zeinhofer, R. Masri and K. Mardal

A unified framework for the error analysis of physics-informed neural networks

IMA Journal of Numerical Analysis

R. Masri, M. Zeinhofer, M. Kuchta and M. E. Rognes

The modelling error in multi-dimensional time-dependent solute transport models

ESAIM: Mathematical Modelling and Numerical Analysis

J. Haubner, O. Hellan, M. Zeinhofer and M. Kuchta

Learning Mesh Motion Techniques with Application to Fluid-Structure Interaction

arxiv

J. Müller and M. Zeinhofer

Achieving High Accuracy with PINNs via Energy Natural Gradient Descent

International Conference on Machine Learning (ICML)