Mechanics of Elastomers
- Multiscale Modelling with Machine Learning
- Filler Dispersion Analysis, Filler Modelling, Homogenization
- Thermo-viscoelasticity, Dynamic Mechanical Analysis, Temperature Scanning Stress Relaxation
- D. Huang, A Blume. Modeling and characterization of thermo-viscoelastic behavior of rubber compounds. Journal of Materials Research and Technology, 39(2025):8024-8034.
Dielectric Elastomers for Soft Robotic Dynamics
- Electromechanics, Geometrically Exact Beam, Multibody System Dynamics, Optimal Control
- D. Huang, S. Leyendecker. Optimal control of dielectric elastomer actuated multibody dynamical systems. Soft Robotics, 10(2023)(5):897-911. D. Huang, S. Leyendecker. An electromechanically coupled beam model for dielectric elastomer actuators. Computational Mechanics, 69(2022)(3):805-824.
Modeling Plasticity with Machine Learning
- Hyperelasticity, Finite Plasticity, Machine Learning
- D. Huang, J. N. Fuhg, C. Weißenfels, P. Wriggers. A machine learning based plasticity model using proper orthogonal decomposition. Computer Methods in Applied Mechanics and Engineering, 365 (2020), 113008.
Simulation of Metal Cutting Processes
- Meshfree Method, Ductile Fracture, Finite Plasticity, High Performance Computing
- S. Kumar, P. Gosselet, D. Huang, C. Weißenfels, P. Wriggers. Parallel multiphysics simulation for the stabilized Optimal Transportation Meshfree (OTM) method. Journal of Computational Science, 62(2022):101739. D. Huang, C. Weißenfels, P. Wriggers. Modelling of serrated chip formation processes using the stabilized optimal transportation meshfree method. International Journal of Mechanical Sciences, 155(2019):323-333.