Tree code for collision detection of large numbers of particles applied to the Breit-Wheeler process

Collision detection of a large number N of particles can be challenging. Directly testing N particles for collisions among each other leads to N2 queries. Especially in scenarios, where fast, densely packed particles interact, challenges arise for classical methods like Particle-in-Cell or Monte-Carlo. Modern collision detection methods utilising bounding volume hierarchies are suitable to overcome these challenges and allow a detailed analysis of the interaction of large number of particles. This approach is applied to the analysis of the collision of two photon beams leading to the creation of electron-positron pairs.