Application of neural network for photon-hadron discrimination in a preshower detector in high energy heavy ion collisions

摘要

Using a combination of a preshower detector and a charged particle veto, itis shown that the neural network method is able to provide satisfactorydiscrimination between photons and hadrons in the case of extremely highparticle density produced in the forward region of heavy ion collisions at theLHC energy.