Skip to main content

and
  1. Article

    Open Access

    Controlling chaos using edge computing hardware

    Machine learning provides a data-driven approach for creating a digital twin of a system – a digital model used to predict the system behavior. Having an accurate digital twin can drive many applications, such...

    Robert M. Kent, Wendson A. S. Barbosa, Daniel J. Gauthier in Nature Communications (2024)

  2. Article

    Open Access

    Next generation reservoir computing

    Reservoir computing is a best-in-class machine learning algorithm for processing information generated by dynamical systems using observed time-series data. Importantly, it requires very small training data se...

    Daniel J. Gauthier, Erik Bollt, Aaron Griffith in Nature Communications (2021)