Markus Apel
Orcid: 0000-0002-1241-6295
According to our database1,
Markus Apel authored at least 11 papers
between 2009 and 2026.
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Bibliography
2026
Tackling multiphysics problems via finite element-guided physics-informed operator learning.
CoRR, March, 2026
2025
Neural-Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning.
CoRR, November, 2025
A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries.
CoRR, April, 2025
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains.
Eng. Comput., February, 2025
2024
Finite Operator Learning: Bridging Neural Operators and Numerical Methods for Efficient Parametric Solution and Optimization of PDEs.
CoRR, 2024
A finite operator learning technique for mapping the elastic properties of microstructures to their mechanical deformations.
CoRR, 2024
Integration of physics-informed operator learning and finite element method for parametric learning of partial differential equations.
CoRR, 2024
2021
On Theory-training Neural Networks to Infer the Solution of Highly Coupled Differential Equations.
CoRR, 2021
2011
Prod. Eng., 2011
Parallelising Computational Microstructure Simulations for Metallic Materials with OpenMP.
Proceedings of the OpenMP in the Petascale Era - 7th International Workshop on OpenMP, 2011
2009
Phase-field simulation of microstructure formation in technical castings - A self-consistent homoenthalpic approach to the micro-macro problem.
J. Comput. Phys., 2009