Robust Structure Learning of k-local Lindbladians
This protocol learns unknown k-local Lindbladians from limited experimental data using only product states and short-time evolution measurements. It efficiently estimates all necessary Hamiltonian and dissipative coefficients, providing reconstruction guarantees for dissipative quantum dynamics with minimal assumptions. The method involves estimating transfer matrices, inverting them locally, and then verifying the resulting generator.