Markus Apel - RankMe

12 papers Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Tackling multiphysics problems via finite element-guided physics-informed operator learning. CoRR Yusuke Yamazaki, Reza Najian Asl, Markus Apel, Mayu Muramatsu, Shahed Rezaei
2025	J	`jnl`	A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries. CoRR Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
2025	J	`jnl`	A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains. Eng. Comput. Yusuke Yamazaki, Ali Harandi, Mayu Muramatsu, Alexandre Viardin, Markus Apel, Tim Brepols, Stefanie Reese, Shahed Rezaei
2025	J	`jnl`	Neural-Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning. CoRR Kianoosh Taghikhani, Yusuke Yamazaki, Jerry Paul Varghese, Markus Apel, Reza Najian Asl, Shahed Rezaei
2024	J	`jnl`	A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains. CoRR Yusuke Yamazaki, Ali Harandi, Mayu Muramatsu, Alexandre Viardin, Markus Apel, Tim Brepols, Stefanie Reese, Shahed Rezaei
2024	J	`jnl`	A finite operator learning technique for mapping the elastic properties of microstructures to their mechanical deformations. CoRR Shahed Rezaei, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Gottfried Laschet, Stefanie Reese, Markus Apel
2024	J	`jnl`	Finite Operator Learning: Bridging Neural Operators and Numerical Methods for Efficient Parametric Solution and Optimization of PDEs. CoRR Shahed Rezaei, Reza Najian Asl, Kianoosh Taghikhani, Ahmad Moeineddin, Michael Kaliske, Markus Apel
2024	J	`jnl`	Integration of physics-informed operator learning and finite element method for parametric learning of partial differential equations. CoRR Shahed Rezaei, Ahmad Moeineddin, Michael Kaliske, Markus Apel
2021	J	`jnl`	On Theory-training Neural Networks to Infer the Solution of Highly Coupled Differential Equations. CoRR M. Torabi Rad, Alexandre Viardin, Markus Apel
2011	—	`conf`	Parallelising Computational Microstructure Simulations for Metallic Materials with OpenMP. IWOMP Ralph Altenfeld, Markus Apel, Dieter an Mey, Bernd Böttger, Stefan Benke, Christian H. Bischof
2011	J	`jnl`	Towards integrative computational materials engineering of steel components. Prod. Eng. Georg J. Schmitz, Stefan Benke, Gottfried Laschet, Markus Apel, Ulrich Prahl, Patrick Fayek, Sergey Konovalov, Jenny Rudnizki, Hendrik Quade, Stephan Freyberger, Thomas Henke, Markus Bambach, Eduardo A. Rossiter, Ulrich Jansen, Urs Eppelt
2009	J	`jnl`	Phase-field simulation of microstructure formation in technical castings - A self-consistent homoenthalpic approach to the micro-macro problem. J. Comput. Phys. Bernd Böttger, Janin Eiken, Markus Apel