Extraction of the microscopic properties of quasi-particles using deep neural networks

Olga Soloveva, Andrea Palermo, Elena Bratkovskaya

We use deep neural networks (DNN) to obtain the microscopic characteristics of partons in terms of dynamical degrees of freedom on the basis of an off-shell quasiparticle descripti…