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Numerical Simulation of Critical Quantum Dynamics without Finite Size Effects
Edward Gillman, Federico Carollo, Igor Lesanovsky
Classical cellular automata, as for instance Domany-Kinzel cellular automata, are paradigmatic systems for the study of non-equilibrium phenomena. Such systems evolve in d…
A Tensor Network Approach to Finite Markov Decision Processes
Edward Gillman, Dominic C. Rose, Juan P. Garrahan
Tensor network (TN) techniques - often used in the context of quantum many-body physics - have shown promise as a tool for tackling machine learning (ML) problems. The application…
Non-equilibrium phase transitions in -dimensional quantum cellular automata with controllable quantum correlations
Edward Gillman, Federico Carollo, Igor Lesanovsky
Motivated by recent progress in the experimental development of quantum simulators based on Rydberg atoms, we introduce and investigate the dynamics of a class of -dimension…