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Image Credit: Arxiv

Reservoir Computing with a Single Oscillating Gas Bubble: Emphasizing the Chaotic Regime

  • Researchers propose a reservoir computing system based on a single bubble trapped within a liquid.
  • The system utilizes an external acoustic pressure wave to encode input information and excite complex nonlinear dynamics.
  • The single-bubble reservoir computing system demonstrates the ability to forecast time series and perform classification tasks with high accuracy.
  • A chaotic physical regime of bubble oscillation is found to be most effective for these computations.

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