ติดตาม
Marius Zeinhofer
Marius Zeinhofer
ETH Postdoctoral Fellow
ยืนยันอีเมลแล้วที่ sam.math.ethz.ch
ชื่อ
อ้างโดย
อ้างโดย
ปี
Error estimates for the deep Ritz method with boundary penalty
J Müller, M Zeinhofer
Mathematical and Scientific Machine Learning, 215-230, 2022
43*2022
Achieving High Accuracy with PINNs via Energy Natural Gradients
J Müller, M Zeinhofer
ICML 2023, 2023
39*2023
Deep ritz revisited
J Müller, M Zeinhofer
DeepDiffEq workshop at ICLR 2020, 2020
332020
Uniform convergence guarantees for the deep Ritz method for nonlinear problems
P Dondl, J Müller, M Zeinhofer
Advances in Continuous and Discrete Models 2022 (1), 49, 2022
192022
A unified framework for the error analysis of physics-informed neural networks
M Zeinhofer, R Masri, KA Mardal
IMA Journal of Numerical Analysis, 2024
172024
Notes on exact boundary values in residual minimisation
J Müller, M Zeinhofer
Mathematical and Scientific Machine Learning, 231-240, 2022
162022
Dynamical measure transport and neural PDE solvers for sampling
J Sun, J Berner, L Richter, M Zeinhofer, J Müller, K Azizzadenesheli, ...
arXiv preprint arXiv:2407.07873, 2024
112024
Robin Pre-Training for the Deep Ritz Method
L Courte, M Zeinhofer
Northern Lights Deep Learning Conference 2023, 2023
92023
Position: Optimization in SciML Should Employ the Function Space Geometry
J Müller, M Zeinhofer
ICML 2024, 2024
7*2024
Gauss-newton natural gradient descent for physics-informed computational fluid dynamics
A Jnini, F Vella, M Zeinhofer
arXiv preprint arXiv:2402.10680, 2024
62024
Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks
F Dangel, J Müller, M Zeinhofer
NeurIPS 2024, 2024
42024
The modelling error in multi-dimensional time-dependent solute transport models
R Masri, M Zeinhofer, M Kuchta, ME Rognes
ESAIM: Mathematical Modelling and Numerical Analysis 58 (5), 1681-1724, 2024
32024
Learning mesh motion techniques with application to fluid–structure interaction
J Haubner, O Hellan, M Zeinhofer, M Kuchta
Computer Methods in Applied Mechanics and Engineering 424, 116890, 2024
32024
The modelling error in multi-dimensional time-dependent solute transport models
R Masri, M Zeinhofer, M Kuchta, ME Rognes
ESAIM: Mathematical Modelling and Numerical Analysis, 2023
32023
An Efficient Model For Scaffold Mediated Bone Regeneration
P Dondl, PSP Poh, M Zeinhofer
SIAM Journal on Applied Mathematics 82 (3), 924-949, 2022
32022
The Deep Ritz Method for Parametric -Dirichlet Problems
A Kaltenbach, M Zeinhofer
arXiv preprint arXiv:2207.01894, 2022
22022
A parameter study on optimal scaffolds in a simple model for bone regeneration
P Dondl, M Zeinhofer
IX International Conference on Computational Bioengineering, 2022
22022
Variational Formulations of the Strong Formulation--Forward and Inverse Modeling using Isogeometric Analysis and Physics-Informed Networks
KA Mardal, J Sogn, M Zeinhofer
arXiv preprint arXiv:2312.03496, 2023
2023
Regularity for Diffusion Equations with Non-smooth Data
P Dondl, M Zeinhofer
Results in Mathematics 78 (4), 142, 2023
2023
Analyzing and optimizing bone scaffolds
M Zeinhofer
Dissertation, Universität Freiburg, 2022, 2022
2022
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