Don't know if it will help you, but I had the same problem. I am running Chrome as my browser. Unrelatedly, I noticed that 'Hardware Acceleration' had mysteriously gotten toggled ON in my Chrome Browser settings. When I turned it off, the particle animation magically re appeared.