Hamiltonian estimation 1lindbladian learning 1open quantum systems 1quantum dynamics 1quantum tomography 1
From the 1 of 2 linked papers with an AI index.
2 papers
quant-ph2026
Learning Arbitrary Lindbladians from Time Evolution
Zhili Chen, Zhan Yu
The paper presents an efficient algorithm for learning the full generator (Lindbladian) of a Markovian open quantum system from its time evolution, requiring only product Pauli pre…
quant-ph2026
Near-Optimal Learning of Local Lindbladians
Itai Arad, Zhili Chen, Naixu Guo +2
We study the problem of learning local Lindbladians from black-box access to the physical evolution, where the goal is to estimate all Hamiltonian and dissipative coefficients. For…