Combining Elements During Animation

Hello, I’m only about a week into blender and could use some help with animations. I have a group of air particles flying towards a filter. I need some of them to join together to create a larger mass however when I try to group particles together the movement of the smaller particles coming together is removed and I just have the large particle collection for the whole animation. Any help would be greatly appreciated