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Mixed formulation of physics‐informed neural networks for thermo‐mechanically coupled systems and heterogeneous domains2023 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
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98citations -
Isogeometric analysis of 3D solids in boundary representation for problems in nonlinear solid mechanics and structural dynamics2021 International Journal for Numerical Methods in Engineering article Engineering Advanced Numerical Analysis Techniques Open access
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39citations -
Intelligent stiffness computation for plate and beam structures by neural network enhanced finite element analysis2022 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks
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30citations -
A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Rasoul Najafi Koopas, +3 more
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A novel numerical strategy for modeling the moving boundary value problem of electrochemical machining2022 International Journal for Numerical Methods in Engineering article Engineering Advanced Machining and Optimization Techniques Open access
Tim van der Velden, Stephan Ritzert, Stefanie Reese, Johanna Waimann
15citations -
A non‐uniform rational B‐splines enhanced finite element formulation based on the scaled boundary parameterization for the analysis of heterogeneous solids9citations
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A comparative study of micromorphic gradient‐extensions for anisotropic damage at finite strains2024 International Journal for Numerical Methods in Engineering article Engineering Numerical methods in engineering Open access
Tim van der Velden, Tim Brepols, Stefanie Reese, Hagen Holthusen
7citations -
On the number of subproblem iterations per coupling step in partitioned fluid‐structure interaction simulations2024 International Journal for Numerical Methods in Engineering article Engineering Advanced Numerical Methods in Computational Mathematics Open access
Thomas Spenke, Nicolas Delaissé, Joris Degroote, Norbert Hosters
4citations -
Normalized Field Product Approach: A Parameter‐Free Density Evaluation Method for Close‐To‐Binary Solutions in Topology Optimization With Embedded Length Scale3citations
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Spline‐Based Framework for Microscopic Contact Zone Modeling in Lubricated Orthogonal Cutting2025 International Journal for Numerical Methods in Engineering article Engineering Advanced machining processes and optimization Open access
Jaewook Lee, Jannis Saelzer, Jacques Zwar, Florian Zwicke, Felipe A. González, Thomas Spenke, +4 more
1citations -
Neural‐Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning2026 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Kianoosh Taghikhani, Yusuke Yamazaki, Markus Apel, Reza Najian Asl, Shahed Rezaei
1citations -
Development of a Model Order Reduced Arbitrary Lagrangian Eulerian ( MORALE ) Formulation for Structures Subjected to Dynamic Moving Loads2025 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Atul Anantheswar, Jannick Kehls, Ines Wollny, Tim Brepols, Stefanie Reese, Michael Kaliske
0citations