Agency officials said train No. 366 struck a trespasser just after 5 p.m. near Brewster Avenue.
Caltrain spokeswoman Tasha Bartholomew said emergency personnel were on scene, and no injuries were reported to passengers onboard the train.
Passengers should expect delays.
Stay with ABC7 News for more on this developing story.