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Machine-Learning Enabled Optimization for Robust Soliton Crystal Generation in Microring Resonators

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Abstract

We illustrate a novel strategy to robustly generate soliton states in Hydex microring resonators pumped with a continuous-wave laser source, by employing genetic algorithms to optimize the parameters required for coherent state generation.

© 2023 The Author(s)

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