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 $\frac{\partial S_{ij}}{\partial E_{ij}}$.
