1. Very nice scene.
2. Give some details on the scene please. Which kernel, what settings.
3. If you used unbiased kernels (Pathtracing,PMC) why do you think there is no caustic?

Maybe there is but the light source is so wide, it's just not seen?
Give some more details on lighting too so we can understand the scene built method better.