My model only works with a weird law of motion of capital

[jpfeifer]

See e.g.

Advice finding a tricky steady state

For such models, the way to go is a mixture. You reduce the problem to at most a handful of equations solved numerically (e.g. a nonlinear function of labor) and the rest is computed analytically.