When looking for a suitable representation of the logarithmic integral, $li(x)=\int_0^x \frac{dx}{\log{x}}$, one can found many texts for $x>1$, which is understandable because of its relations to $\pi(x)$. I am looking for something different.
While computing some step responses of a pressure driven system, I stumbled upon a differential equation (assume nonnegative values)
$$\frac{dy}{dt}=-b\log{\frac{y}{b}},\quad y(0)\in(0,b),$$
which yields a solution of the form
$$y(t)=b\ li^{-1} \left(-\frac{a}{b}t+li\left(\frac{y(0)}{b}\right)\right), \quad t\in (0,\mathbb{R}).$$
Graphically, the solution is the first part of the logarithmic integral $li(x), x\in(0,1)$ rotated by 90°.
For different values of another, undisclosed, parameter the system yields things like $1-e^{-t}$ and $\tanh(t)$, with a hypergeometric2F1 stuff happening in-between. The overall goal is to estimate the $a$ parameter as well as the undisclosed one ($b$ is known, as it is a part of the experimental setup) from the system step response.
Is there some nice way of representing the inverse logarithmic integral function $li^{-1}(x),\ x\in (0,1)$? Most of what I have seen done to get $li^{-1}(x)$ converges for $x\to\infty$, more general ideas require a finite derivative.