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08/26/2022
Implementing quantum dimensionality reduction for non-Markovian stochastic simulation
Complex systems are embedded in our everyday experience. Stochastic mode...
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08/24/2021
Quantum adaptive agents with efficient long-term memories
Central to the success of adaptive systems is their ability to interpret...
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05/14/2021
Quantum coarse-graining for extreme dimension reduction in modelling stochastic temporal dynamics
Stochastic modelling of complex systems plays an essential, yet often co...
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05/13/2021
Memory compression and thermal efficiency of quantum implementations of non-deterministic hidden Markov models
Stochastic modelling is an essential component of the quantitative scien...
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03/25/2021
Quantum-inspired identification of complex cellular automata
Elementary cellular automata (ECA) present iconic examples of complex sy...
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11/07/2019
Robust inference of memory structure for efficient quantum modelling of stochastic processes
A growing body of work has established the modelling of stochastic proce...
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09/06/2019