On the accuracy, stability and computational efficiency of explicit last-stage diagonally implicit Runge–Kutta methods (ELDIRK) for the adaptive solution of phase-field problems - Westermann, Hendrik; Mahnken, Rolf (Computer Methods in Applied Mechanics and Engineering)
Keywords: Computer Science Applications; General Physics and Astronomy; Mechanical Engineering; Mechanics of Materials; Computational Mechanics

Physics informed neural networks for continuum micromechanics - Henkes, Alexander; Wessels, Henning; Mahnken, Rolf (Computer Methods in Applied Mechanics and Engineering)
Keywords: Computer Science Applications; General Physics and Astronomy; Mechanical Engineering; Mechanics of Materials; Computational Mechanics

NTFA-enabled goal-oriented adaptive space–time finite elements for micro-heterogeneous elastoplasticity problems - Ju, X.; Mahnken, Rolf; Xu, Y.; Liang, L. (Computer Methods in Applied Mechanics and Engineering)
Keywords: Computer Science Applications; General Physics and Astronomy; Mechanical Engineering; Mechanics of Materials; Computational Mechanics

New low order Runge–Kutta schemes for asymptotically exact global error estimation of embedded methods without order reduction - Mahnken, Rolf (Computer Methods in Applied Mechanics and Engineering)
Keywords: Computer Science Applications; General Physics and Astronomy; Mechanical Engineering; Mechanics of Materials; Computational Mechanics

A deep learning driven pseudospectral PCE based FFT homogenization algorithm for complex microstructures - Henkes, Alexander; Caylak, Ismail; Mahnken, Rolf (Computer Methods in Applied Mechanics and Engineering)

Mean-field and full-field homogenization with polymorphic uncertain geometry and material parameters - Caylak, Ismail; Penner, Eduard; Mahnken, Rolf (Computer Methods in Applied Mechanics and Engineering)

"Goal-oriented h-type adaptive finite elements for micromorphic elastoplasticity" - Ju, Xiaozhe; Mahnken, Rolf (Computer Methods in Applied Mechanics and Engineering)

"Model adaptivity on effective elastic properties coupled with adaptive FEM" - Ju, X.; Mahnken, R. (Computer Methods in Applied Mechanics and Engineering)

Adaptivity for parameter identification of incompressible hyperelastic materials using stabilized tetrahedral elements - Widany, Kai-Uwe; Mahnken, Rolf (Computer Methods in Applied Mechanics and Engineering)

Two mixed finite element formulations with area bubble functions for tetrahedral elements - Mahnken, Rolf; Caylak, Ismail; Laschet, Gottfried (Computer Methods in Applied Mechanics and Engineering)