High-fidelity quantum gate learning via physics-informed neural networks

Luis Fabra, Cristian E. Susa, Alcides Montoya +1

We propose a physics-informed neural network (PINN) approach for high-fidelity quantum gate learning in both one- and two-qubit systems. We train a PINN using the time-dependent Sc…