866 citations · 3.7k across the 97 of their papers we have counts for
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quant-ph2020★ 19 cited
Analysis of a density matrix renormalization group approach for transport in open quantum systems
Heitor P. Casagrande, Dario Poletti, Gabriel T. Landi
Understanding the intricate properties of one-dimensional quantum systems coupled to multiple reservoirs poses a challenge to both analytical approaches and simulation techniques.…
quant-ph2020★ 53 cited
Tensor network based machine learning of non-Markovian quantum processes
Chu Guo, Kavan Modi, Dario Poletti
We show how to learn structures of generic, non-Markovian, quantum stochastic processes using a tensor network based machine learning algorithm. We do this by representing the proc…