Improved bounds for incidences between points and circles
Micha Sharir, Adam Sheffer, and Joshua Zahl

TL;DR
This paper improves the upper bounds on incidences between points and circles in three dimensions, especially when circles are distributed in a genuinely three-dimensional manner, using advanced polynomial partitioning techniques.
Contribution
The authors derive new incidence bounds in 3D for points and circles under a 'truly three-dimensional' condition, extending previous planar bounds and applying polynomial partitioning methods.
Findings
Improved incidence bounds for points and circles in 3D.
Special case bounds for circles of equal radius.
Application to counting mutually similar triangles.
Abstract
We establish an improved upper bound for the number of incidences between m points and n circles in three dimensions. The previous best known bound, originally established for the planar case and later extended to any dimension , is , where the notation hides sub-polynomial factors. Since all the points and circles may lie on a common plane (or sphere), it is impossible to improve the bound in R^3 without first improving it in the plane. Nevertheless, we show that if the set of circles is required to be "truly three-dimensional" in the sense that no sphere or plane contains more than of the circles, for some , then the bound can be improved to \[O*(m^{3/7}n^{6/7} + m^{2/3}n^{1/2}q^{1/6} + m^{6/11}n^{15/22}q^{3/22} + m + n). \] For various ranges of parameters (e.g., when and ),…
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