Hagen Holthusen

17 papers Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Convex Route to Thermomechanics: Learning Internal Energy and Dissipation.
CoRR
Hagen Holthusen, Paul Steinmann, Ellen Kuhl
2026 J jnl
Inelastic Constitutive Kolmogorov-Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models.
CoRR
Chenyi Ji, Kian P. Abdolazizi, Hagen Holthusen, Christian J. Cyron, Kevin Linka
2025 J jnl
A Complement to Neural Networks for Anisotropic Inelasticity at Finite Strains.
CoRR
Hagen Holthusen, Ellen Kuhl
2025 J jnl
A Comprehensive Framework for Predictive Computational Modeling of Growth and Remodeling in Tissue-Engineered Cardiovascular Implants.
CoRR
Mahmoud Sesa, Hagen Holthusen, Christian Böhm, Stefan Jockenhövel, Stefanie Reese, Kevin Linka
2025 J jnl
A generalized dual potential for inelastic Constitutive Artificial Neural Networks: A JAX implementation at finite strains.
CoRR
Hagen Holthusen, Kevin Linka, Ellen Kuhl, Tim Brepols
2025 J jnl
Autoencoder-based non-intrusive model order reduction in continuum mechanics.
CoRR
Jannick Kehls, Ellen Kuhl, Tim Brepols, Kevin Linka, Hagen Holthusen
2025 J jnl
Automated model discovery for tensional homeostasis: Constitutive machine learning in growth and remodeling.
Comput. Biol. Medicine
Hagen Holthusen, Tim Brepols, Kevin Linka, Ellen Kuhl
2024 J jnl
Accounting for plasticity: An extension of inelastic Constitutive Artificial Neural Networks.
CoRR
Birte Boes, Jaan-Willem Simon, Hagen Holthusen
2024 J jnl
An anisotropic, brittle damage model for finite strains with a generic damage tensor regularization.
CoRR
Tim van der Velden, Stefanie Reese, Hagen Holthusen, Tim Brepols
2024 J jnl
An enhanced single Gaussian point continuum finite element formulation using automatic differentiation.
CoRR
Njomza Pacolli, Ahmad Awad, Jannick Kehls, Bjorn Sauren, Sven Klinkel, Stefanie Reese, Hagen Holthusen
2024 J jnl
Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling.
CoRR
Hagen Holthusen, Tim Brepols, Kevin Linka, Ellen Kuhl
2023 J jnl
A comparative study of micromorphic gradient-extensions for anisotropic damage at finite strains.
CoRR
Tim van der Velden, Tim Brepols, Stefanie Reese, Hagen Holthusen
2023 J jnl
Mechanical Comparison of Arrangement Strategies for Topological Interlocking Assemblies.
CoRR
Tom Goertzen, Domen Macek, Lukas Schnelle, Meike Weiß, Stefanie Reese, Hagen Holthusen, Alice C. Niemeyer
2023 J jnl
Mechanical modeling of the maturation process for tissue-engineered implants: Application to biohybrid heart valves.
Comput. Biol. Medicine
Mahmoud Sesa, Hagen Holthusen, Lukas Lamm, Christian Böhm, Tim Brepols, Stefan Jockenhövel, Stefanie Reese
2023 J jnl
Mechanical modeling of the maturation process for tissue-engineered implants: application to biohybrid heart valves.
CoRR
Mahmoud Sesa, Hagen Holthusen, Lukas Lamm, Christian Böhm, Tim Brepols, Stefan Jockenhövel, Stefanie Reese
2023 J jnl
Theory and implementation of inelastic Constitutive Artificial Neural Networks.
CoRR
Hagen Holthusen, Lukas Lamm, Tim Brepols, Stefanie Reese, Ellen Kuhl
2021 J jnl
A macroscopic approach for stress driven anisotropic growth in bioengineered soft tissues.
CoRR
Lukas Lamm, Hagen Holthusen, Tim Brepols, Stefan Jockenhövel, Stefanie Reese