get closest points from query point

[PerspectivesLab]

Hi, i have a query point set and a second point set, for each points in the query, i am asking the closest points of the second set, in the radius of 1.0 i can see i am limited to 70 neighbours, but what if they are more :

• are the 70 points classified by euclidian distance ?
• are they the 70 closest, or 70 points randomly taken ?

what would be the best strategy to recover ALL Neighbors from the radius ( 50k ? ) and => classify them by distance for the given radius => in order to have the 70 closest points ? ( CUDA_MAX_NEIGHBORS )

i understand there is a theory of sorting the points by "space-filling Z curve" how does it differ from euclidian distance ?

by reading "FAST FIXED-RADIUS NEAREST NEIGHBORS: INTERACTIVE MILLION-PARTICLE FLUIDS" i understand there a way of "Finding all neighbors in a fixed radius R" or is there a limitation ?

thank you !