Protocol Discovery for the Quantum Control of Majoranas by Differentiable Programming and Natural Evolution Strategies

Luuk Coopmans,Di Luo,Graham Kells,Bryan K. Clark,Juan Carrasquilla

Protocol Discovery for the Quantum Control of Majoranas by Differentiable Programming and Natural Evolution Strategies

2021

Luuk Coopmans
Di Luo
Graham Kells
Bryan K. Clark
Juan Carrasquilla

Efficient machine learning approaches are exploited to optimize the transport of Majoranas in superconducting nanowires, opening up ways to achieve quantum control of realistic dynamical quantum many-body systems.

Keywords:

Differentiable function
quantum control
Superconductivity
Protocol (object-oriented programming)
Quantum
Computer science
Nanowire
Topology

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