Learning the structure of open quantum systems
This research develops a quantum algorithm to learn unknown coefficients of a $k$-local Lindbladian from observing its real-time dynamics. The proposed Algorithm A successfully estimates these coefficients within an error $\epsilon$ using polynomial time, achieving accuracy bounds based on the system's local norm and interaction structure.