Efficient emulation of relativistic heavy ion collisions with transfer learning
Dananjaya Liyanage,
Yi Ji,
Derek Everett
et al.
Abstract:Measurements from the Large Hadron Collider (LHC) and the Relativistic Heavy Ion Collider (RHIC) can be used to study the properties of quark-gluon plasma. Systematic constraints on these properties must combine measurements from different collision systems and methodically account for experimental and theoretical uncertainties. Such studies require a vast number of costly numerical simulations. While computationally inexpensive surrogate models ("emulators") can be used to efficiently approximate the predicti… Show more
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