The ocean is saturated with microplastics. While we know the location of the great garbage patches, where plastic particles may accumulate below the ocean surface remains unknown. The vastness of the ocean means particle sampling data are sparse, but modeling how particles aggregate in 3D fluid flows can help determine where to look.