75 citations · 193 across the 12 of their papers we have counts for
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quant-ph2022★ 6 cited
Inferring Markovian quantum master equations of few-body observables in interacting spin chains
Francesco Carnazza, Federico Carollo, Dominik Zietlow +3
Full information about a many-body quantum system is usually out-of-reach due to the exponential growth -- with the size of the system -- of the number of parameters needed to enco…
quant-ph2021★ 27 cited
Machine learning time-local generators of open quantum dynamics
Paolo P. Mazza, Dominik Zietlow, Federico Carollo +3
In the study of closed many-body quantum systems one is often interested in the evolution of a subset of degrees of freedom. On many occasions it is possible to approach the proble…