2

For hyperelastic material, the elastic energy $\Psi $ is related to the deformation gradient $F$ and other internal variables (e.g. temperature $ \theta$).

However, in many literatures (including Malvern's and Belytchko's) the derivatives (especially Hessian) are usually derived in terms of left Cauchy-Green tensor $ C = F^t F$. For example, 2nd PK stress $${S_{ij}} = \frac{{\partial \Psi }}{{\partial {E_{ij}}}} \qquad \text{and} \qquad C_{ijkl}^{SE} = \frac{{{\partial ^2}\Psi }}{{\partial {E_{ij}}\partial {E_{kl}}}} \, . $$ I can convince myself that such derivation may help simplify the steps as the materials are usually represented by tensor $C$, but what I'm having truble now is a possibility of other ways, such as:

$$ S = {F^{ - 1}}\frac{{\partial \Psi }}{{\partial F}} \qquad D = \frac{{\partial S}}{{\partial F}}\frac{{\partial F}}{{\partial E}} \, . $$

To me it looks $\frac{{\partial F}}{{\partial E}}$ should be straitforward (as both $ \frac{{\partial S}}{{\partial F}}$ and $\frac{{\partial S}}{{\partial E}}$ is attainable), but it makes me perplexed is that its inverse $\frac{{\partial E}}{{\partial F}}$ is not invertible as:

$$ \frac{{\partial E_{ij}}}{{\partial F_{kl}}}= \frac{{\partial \left( {{F_{pi}}{F_{pj}}} \right)}}{{\partial {F_{kl}}}} = \left( {{F_{ki}}{\delta _{lj}} + {F_{kj}}{\delta _{li}}} \right) \, , $$

which is a kind of Sylvestre equations. I think there is an alternative way to bridge these two equations using tensor manipulation, but I'm at a loss.

Any comments about what I am missing would be greatly appreciated.

In short, my question is whether it is possible to compute $\frac{\partial F}{\partial E}$.

It might help getting $C_{ijkl}^{SE}$ from $\frac{\partial S_{ij}}{\partial F_{ij}}$, which is sometimes conveinient when compared to $\frac{\partial S_{ij}}{\partial E_{ij}}$.

DanielSank
  • 24,439
  • 2
    It's not very clear what you're asking. Could you rephrase your question? – Tyler Olsen Aug 07 '15 at 16:52
  • @TylerOlsen please check the edit. I summerized the question into bolded sentense. Thanks for your comment. – Hayoung.Chung Aug 08 '15 at 01:32
  • Can you clear up the line that says: $S = F^{-1}\frac{\partial \Psi}{\partial F} D = \frac{\partial S}{\partial F} \frac{\partial F}{\partial E}$? It appears to me that this was supposed to be 2 different statements. Namely: $S = F^{-1}\frac{\partial \Psi}{\partial F}$ (this is true), and $D = \frac{\partial S}{\partial F} \frac{\partial F}{\partial E}$. Can you confirm this? – Tyler Olsen Aug 08 '15 at 18:00
  • It should be noted, also, that most constitutive laws are not written directly in terms of $F$. In fact, they are much more commonly written in terms of (invariants of) the left and right Cauchy-Green deformation tensors $B$ and $C$. For this reason, $\frac{\partial S}{\partial E}$ is usually computed as $2\frac{\partial S}{\partial C}$. Can you provide a concrete example of why $\frac{\partial S}{\partial F}$ makes sense? – Tyler Olsen Aug 08 '15 at 18:10
  • @TylerOlsen As you have indicated in the first comment, it was a 2 different statements in single line. I edited it accordingly. – Hayoung.Chung Aug 09 '15 at 01:51
  • I'm aware of that, which is why I'm confused why you would want $\frac{\partial F}{\partial E}$. To be direct, I don't know a way to compute that. I'd like to help you determine whether you actually need it, though. – Tyler Olsen Aug 09 '15 at 01:59
  • @TylerOlsen (Was about to write the 2nd comment, but my typing was bit slow) The most elastic energies, as you said, are composed of strain invariants. For some micropolar materials, however, deformation gradients is not always besides to each other, making me unable to tackle in terms of Cauchy-green tensor. A elastic energy of liquid crystal elastomer, for instance, is like this: $\Psi = Trace({L_o}{F^T}{L^{ - 1}}F)$ where $L_o$ and $L$ are metric tensors of undeformed/deformed states. In this case, I cannot think any other method for computing Hessians. Any comment appreicated. – Hayoung.Chung Aug 09 '15 at 02:10
  • That's very cool! I have never seen/worked with any energy functions of this nature. I'm afraid that I may not be much help, after all. I'll keep thinking about it though. – Tyler Olsen Aug 09 '15 at 02:20

2 Answers2

1

To my knowledge, I'm afraid it is not generally possible to compute $\frac{\partial\mathbf{F}}{\partial\mathbf{E}}$. Here's the reason:

Usually we compute the Green-Lagrange strain tensor from the deformation gradient with its definition $$ \mathbf{E}(\mathbf{F})=\frac{1}{2}(\mathbf{F}^T\mathbf{F}-\mathbf{I}) \tag{1} $$ It is easy to verify that $\mathbf{E}$ is symmetric, but $\mathbf{F}$ is not necessarily symmetric. Take the 3D space as example, one would have 9 independent components for $\mathbf{F}$, but only 6 independent components for $\mathbf{E}$. That is to say, one may not possible to obtain the inverse of Eq. (1), namely $\mathbf{F}(\mathbf{E})$, not even $\frac{\partial\mathbf{F}}{\partial\mathbf{E}}$.

Being symmetric is also the reason that people prefer to use the right Cauchy-Green tensor $\mathbf{C}$ as well as the 2nd Piola-Kirchhoff stress $\mathbf{S}$.

However, there are still formulations using the 1st Piola-Kirchhoff stress $\mathbf{P}$, which is computed as $$ \mathbf{P}=\frac{\partial\Psi}{\partial\mathbf{F}} \tag{2} $$ and the corresponding tangent modulus $$ \mathbb{A}=\frac{\partial\mathbf{P}}{\partial\mathbf{F}} \tag{3} $$ which is usually called the 1st elasticity tensor.

Maybe Eq.(2) and (3) are what you are looking for.

Xi Zou
  • 11
0

The derivative $\partial\mathbf{E}/\partial\mathbf{F}$ maps from a nine-dimensional space (the differentials d$\mathbf{F}$) to a six-dimensional space (the differentials d$\mathbf{E}$). That said, it is clear that two different d$\mathbf{F}$ can be mapped to the same d$\mathbf{E}$. So the mapping is surjective, which means it is not invertible. This image is taken from this website

Surjective mapping