Concepedia

Dominik K. Klein

DK

8

Publications

277

Citations

8

H-Index

2019

Active since

Affiliations

Technical University of Darmstadt(Current)

Universidad Politécnica de Cartagena

Dominik K. Klein is an author at Technical University of Darmstadt specializing in engineering, mechanical engineering, and computational mechanics.

Top concepts

EngineeringMechanical EngineeringComputational MechanicsMechanicsPhysicsMultiscale ModelingMechanics Of MaterialsStructural OptimizationComputational NeuroscienceDeep Learning

Publications per year

2019–2024

8

Publications

8

Neural networks meet hyperelasticity: A guide to enforcing physics

Lennart Linden, Dominik K. Klein, Karl A. Kalina et al. · Journal of the Mechanics and Physics of Solids · 2023 · 120 citations

Engineering, Physics, Physic Aware Machine Learning +6

Finite electro-elasticity with physics-augmented neural networks

Dominik K. Klein, Rogelio Ortigosa, Jesús Martínez‐Frutos et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 50 citations

Nonlinear Elasticity, Engineering, Physics +8

Parametrized polyconvex hyperelasticity with physics-augmented neural networks

Dominik K. Klein, Fabian Roth, Iman Valizadeh et al. · Data-Centric Engineering · 2023 · 34 citations · Full text

Convexity Conditions, Engineering, Machine Learning +19

Polyconvex anisotropic hyperelasticity with neural networks

Dominik K. Klein, Mauricio Fernández, Robert J. Martin et al. · Journal of the Mechanics and Physics of Solids · 2021 · 17 citations · Full text

Engineering, Mechanics, Mechanical Engineering +6

Pseudo-elastic cavitation model—part II: extension to cyclic behavior of transparent silicone adhesives

Michael Drass, N. Bartels, Jens Schneider et al. · Glass Structures & Engineering · 2019 · 15 citations

Materials Science, Transparent Silicone Adhesives, Cavitating Flow +8

Rows per page

1–5 of 8