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quant-ph2022
Statistical and machine learning approaches for prediction of long-time excitation energy transfer dynamics
Kimara Naicker, Ilya Sinayskiy, Francesco Petruccione
One of the approaches used to solve for the dynamics of open quantum systems is the hierarchical equations of motion (HEOM). Although it is numerically exact, this method requires…
quant-ph2021★ 17 cited
Machine learning for excitation energy transfer dynamics
Kimara Naicker, Ilya Sinayskiy, Francesco Petruccione
A well-known approach to describe the dynamics of an open quantum system is to compute the master equation evolving the reduced density matrix of the system. This approach plays an…