Marius Zeinhofer

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Experimental Evaluation

Curvature Estimation

Top Venues

Publications

Felix Dangel, Johannes Müller, Marius Zeinhofer
Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks. CoRR (2024)
Jingtong Sun, Julius Berner, Lorenz Richter, Marius Zeinhofer, Johannes Müller, Kamyar Azizzadenesheli, Anima Anandkumar
Dynamical Measure Transport and Neural PDE Solvers for Sampling. CoRR (2024)
Rami Masri, Marius Zeinhofer, Miroslav Kuchta, Marie E. Rognes
The modelling error in multi-dimensional time-dependent solute transport models. CoRR (2023)
Luca Courte, Marius Zeinhofer
Robin Pre-Training for the Deep Ritz Method. NLDL (2023)
Marius Zeinhofer, Rami Masri, Kent-André Mardal
A Unified Framework for the Error Analysis of Physics-Informed Neural Networks. CoRR (2023)
Kent-André Mardal, Jarle Sogn, Marius Zeinhofer
Variational Formulations of the Strong Formulation - Forward and Inverse Modeling using Isogeometric Analysis and Physics-Informed Networks. CoRR (2023)
Johannes Müller, Marius Zeinhofer
Achieving High Accuracy with PINNs via Energy Natural Gradient Descent. ICML (2023)
Johannes Müller, Marius Zeinhofer
Achieving High Accuracy with PINNs via Energy Natural Gradients. CoRR (2023)
Alex Kaltenbach, Marius Zeinhofer
The Deep Ritz Method for Parametric p-Dirichlet Problems. CoRR (2022)
Johannes Müller, Marius Zeinhofer
Error Estimates for the Deep Ritz Method with Boundary Penalty. MSML (2022)
Patrick W. Dondl, Patrina S. P. Poh, Marius Zeinhofer
An Efficient Model For Scaffold Mediated Bone Regeneration. SIAM J. Appl. Math. 82 (3) (2022)
Johannes Müller, Marius Zeinhofer
Notes on Exact Boundary Values in Residual Minimisation. MSML (2022)
Johannes Müller, Marius Zeinhofer
Error Estimates for the Variational Training of Neural Networks with Boundary Penalty. CoRR (2021)
Johannes Müller, Marius Zeinhofer
Notes on Exact Boundary Values in Residual Minimisation. CoRR (2021)
Luca Courte, Marius Zeinhofer
Robin Pre-Training for the Deep Ritz Method. CoRR (2021)
Patrick Dondl, Johannes Müller, Marius Zeinhofer
Uniform Convergence Guarantees for the Deep Ritz Method for Nonlinear Problems. CoRR (2021)
Johannes Müller, Marius Zeinhofer
Deep Ritz revisited. CoRR (2019)