Hagen Holthusen

According to our database, Hagen Holthusen authored at least 18 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Watching Physics: the Generative Science of Matter and Motion.

Hagen Holthusen, Kevin Linka, Ellen Kuhl

CoRR, April, 2026

Adaptive Material Fingerprinting for the fast discovery of polyconvex feature combinations in isotropic and anisotropic hyperelasticity.

Moritz Flaschel, Hagen Holthusen, Denisa Martonova, Ellen Kuhl

CoRR, April, 2026

Influence of the geometry on the mechanical performance of tubular interlockings: A study of the Sine Block.

Domen Macek, Meike Weiß, Reymond Akpanya, Tim Brepols, Hagen Holthusen, Alice C. Niemeyer

CoRR, April, 2026

A Convex Route to Thermomechanics: Learning Internal Energy and Dissipation.

Hagen Holthusen, Paul Steinmann, Ellen Kuhl

CoRR, March, 2026

Inelastic Constitutive Kolmogorov-Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models.

Chenyi Ji, Kian P. Abdolazizi, Hagen Holthusen, Christian J. Cyron, Kevin Linka

CoRR, February, 2026

2025

A Complement to Neural Networks for Anisotropic Inelasticity at Finite Strains.

Hagen Holthusen, Ellen Kuhl

CoRR, October, 2025

Autoencoder-based non-intrusive model order reduction in continuum mechanics.

Jannick Kehls, Ellen Kuhl, Tim Brepols, Kevin Linka, Hagen Holthusen

CoRR, September, 2025

A Comprehensive Framework for Predictive Computational Modeling of Growth and Remodeling in Tissue-Engineered Cardiovascular Implants.

Mahmoud Sesa, Hagen Holthusen, Christian Böhm, Stefan Jockenhövel, Stefanie Reese, Kevin Linka

CoRR, March, 2025

A generalized dual potential for inelastic Constitutive Artificial Neural Networks: A JAX implementation at finite strains.

Hagen Holthusen, Kevin Linka, Ellen Kuhl, Tim Brepols

CoRR, February, 2025

Automated model discovery for tensional homeostasis: Constitutive machine learning in growth and remodeling.

Hagen Holthusen, Tim Brepols, Kevin Linka, Ellen Kuhl

Comput. Biol. Medicine, 2025

2024

An enhanced single Gaussian point continuum finite element formulation using automatic differentiation.

Njomza Pacolli, Ahmad Awad, Jannick Kehls, Bjorn Sauren, Sven Klinkel, Stefanie Reese, Hagen Holthusen

CoRR, 2024

An anisotropic, brittle damage model for finite strains with a generic damage tensor regularization.

Tim van der Velden, Stefanie Reese, Hagen Holthusen, Tim Brepols

CoRR, 2024

Accounting for plasticity: An extension of inelastic Constitutive Artificial Neural Networks.

Birte Boes, Jaan-Willem Simon, Hagen Holthusen

CoRR, 2024

2023

Mechanical modeling of the maturation process for tissue-engineered implants: Application to biohybrid heart valves.

Mahmoud Sesa, Hagen Holthusen, Lukas Lamm, Christian Böhm, Tim Brepols, Stefan Jockenhövel, Stefanie Reese

Comput. Biol. Medicine, December, 2023

Mechanical Comparison of Arrangement Strategies for Topological Interlocking Assemblies.

Tom Goertzen, Domen Macek, Lukas Schnelle, Meike Weiß, Stefanie Reese, Hagen Holthusen, Alice C. Niemeyer

CoRR, 2023

A comparative study of micromorphic gradient-extensions for anisotropic damage at finite strains.

Tim van der Velden, Tim Brepols, Stefanie Reese, Hagen Holthusen

CoRR, 2023

Theory and implementation of inelastic Constitutive Artificial Neural Networks.

Hagen Holthusen, Lukas Lamm, Tim Brepols, Stefanie Reese, Ellen Kuhl

CoRR, 2023

2021

A macroscopic approach for stress driven anisotropic growth in bioengineered soft tissues.

Lukas Lamm, Hagen Holthusen, Tim Brepols, Stefan Jockenhövel, Stefanie Reese

CoRR, 2021