Predictability of weakly turbulent systems from spatially sparse observations using data assimilation and machine learning

Vikrant Gupta, Yuanqing Chen, Minping Wan

We apply two data assimilation (DA) methods, a smoother and a filter, and a model-free machine learning (ML) shallow network to forecast two weakly turbulent systems. We analyse th…