142 citations · 816 across the 52 of their papers we have counts for
6 papers · 1 filter
Sphaleron Transition Rates and the Chiral Magnetic Effect
Joseph I. Kapusta, Ermal Rrapaj, Serge Rudaz
The chiral magnetic effect is a novel quantum phenomenon proposed for high-energy nuclear collisions but which has yet to be observed. We quantify the axial charge relaxation time,…
Inference of neutrino flavor evolution through data assimilation and neural differential equations
Ermal Rrapaj, Amol V. Patwardhan, Eve Armstrong +1
The evolution of neutrino flavor in dense environments such as core-collapse supernovae and binary compact object mergers constitutes an important and unsolved problem. Its solutio…
Spin-Vorticity Coupling for Massive Vector Mesons
Joseph I. Kapusta, Ermal Rrapaj, Serge Rudaz
Recent experiments at Relativistic Heavy Ion Collider (RHIC) and Large Hadron Collider (LHC) have indicated that hadrons containing strange quarks produced in non-central heavy ion…
Inference offers a metric to constrain dynamical models of neutrino flavor transformation
Eve Armstrong, Amol V. Patwardhan, Ermal Rrapaj +2
The multi-messenger astrophysics of compact objects presents a vast range of environments where neutrino flavor transformation may occur and may be important for nucleosynthesis, d…
Exact representations of many body interactions with RBM neural networks
Ermal Rrapaj, Alessandro Roggero
Restricted Boltzmann Machines (RBM) are simple statistical models defined on a bipartite graph which have been successfully used in studying more complicated many-body systems, bot…
Spin versus Helicity Equilibration Times and Lagrangian for Strange Quarks in Rotating Quark-Gluon Plasma
Joseph I. Kapusta, Ermal Rrapaj, Serge Rudaz
Measurements of the net polarization of and hyperons at the Relativistic Heavy Ion Collider (RHIC) have stimulated much interest in how strange quarks might align their…