The Deform node Affects 3D models, you can use Field node to affect particles. 

Thanks, but when I have Time Remapping turned on I can’t see any motion using Field node. Is it any different way to affect frozen partices?

If you’re freezing the animation using time-remap, it will affect all keyframes, as well , you could try to emit particles with zero speed, with out freezing the overall animation.