Data-Driven Dynamical Systems


Recent Video Abstract


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This video highlights recent innovations for discovering nonlinear dynamical systems from time series data.


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This video highlights recent innovations for long-range Forecasting using Koopman theory.

News and Announcements


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NSF AI Instittute

  • UW leads new $20M AI Institute in Dynamic Systems: VISIT


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  • Machine learning to discover physics: HEAR


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  • Neurosensory network functionality (SIAM Life Sciences): HEAR


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QUANTA Magazine

New AI Strategy Mimics How Brains Learn to Smell

  • Feature article on Delahunt & Kutz work: READ



  Recent Papers on Neural Networks and Dynamics [ Google Scholar]


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