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    • Analyzing robustness of models of chaotic dynamical systems learned from data with Echo state networks 

      Abdelrahman, Mohamed Mahmoud Hafez Mahmoud (2019-11-21)
      Large scale engineering as well as natural systems, such as weather, often have high-dimensional state spaces and exhibit chaotic dynamics. To model the behavior of such systems, sets of coupled Partial Differential Equations (PDEs) are formulated and solved using high-performance computing systems. More recently, significant attention has grown ...