132 citations · 378 across the 8 of their papers we have counts for
3 papers · 1 filter
A hybrid machine-learning algorithm for designing quantum experiments
L. O'Driscoll, R. Nichols, P. A. Knott
We introduce a hybrid machine-learning algorithm for designing quantum optics experiments that produce specific quantum states. Our algorithm successfully found experimental scheme…
Designing quantum experiments with a genetic algorithm
Rosanna Nichols, Lana Mineh, Jesús Rubio +2
We introduce a genetic algorithm that designs quantum optics experiments for engineering quantum states with specific properties. Our algorithm is powerful and flexible, and can ea…
Gaussian quantum resource theories
Ludovico Lami, Bartosz Regula, Xin Wang +3
We develop a general framework to assess capabilities and limitations of the Gaussian toolbox in continuous variable quantum information theory. Our framework allows us to characte…