Hydrogels with Hyperelasticity Engineered via Molecular Engineering of Dissipative Energy
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DOI: 10.1002/adfm.202413334
Abstract: Noticeable progress has been made in mechanically strong and tough of polymer gels, whereas this consistency between mechanical robustness and perfect elasticity remains a challenge. Here, a simple method is conducted for fabricating hyperelastic hydrogels… read more here.
Keywords: dissipative energy; energy; hyperelasticity; engineering dissipative ... See more keywords
Enhanced physics‐informed neural networks for hyperelasticity
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DOI: 10.1002/nme.7176
Abstract: Physics‐informed neural networks have gained growing interest. Specifically, they are used to solve partial differential equations governing several physical phenomena. However, physics‐informed neural network models suffer from several issues and can fail to provide accurate… read more here.
Keywords: informed neural; neural networks; physics; loss ... See more keywords
A 3-field formulation for strongly transversely isotropic compressible finite hyperelasticity
Sign Up to like & getrecommendations! Published in 2017 at "Computer Methods in Applied Mechanics and Engineering"
DOI: 10.1016/j.cma.2016.10.032
Abstract: Abstract A Hu–Washizu type 3-field virtual work principle for strongly transversely isotropic compressible finite hyperelasticity is developed, implemented and verified. The independent variables are: the stretch, its energy conjugate uniaxial tension and the displacement. The… read more here.
Keywords: isotropic compressible; field; formulation; hyperelasticity ... See more keywords