Solution of \( F(u)=0 \): $$ u = \frac{1}{2\Delta t} \left(-1+\Delta t \pm \sqrt{(1-\Delta t)^2 - 4\Delta t u^{(1)}}\right) $$
Nonlinear algebraic equations may have multiple solutions!