Yes, I have used the \sin(\theta)\approx\theta assumption but I don't think the \theta\cdot\ddot{\theta} could also be neglected without prior info about the order of \ddot{\theta}.
Thank you.
Not necessarily looking for an analytic solution. Just wanted to know about the available...