Deep learning for flow observables in ultrarelativistic heavy-ion collisions

H. Hirvonen, K. J. Eskola, H. Niemi

We train a deep convolutional neural network to predict hydrodynamic results for flow coefficients, average transverse momenta and charged particle multiplicities in ultrarelativis…