Short- and long-term prediction of a chaotic flow: A physics-constrained reservoir computing approach

Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri

We propose a physics-constrained machine learning method-based on reservoir computing- to time-accurately predict extreme events and long-term velocity statistics in a model of tur…