Search Results - "Shirman, S"

Model selection of chaotic systems from data with hidden variables using sparse data assimilation by Ribera, H, Shirman, S, Nguyen, A. V, Mangan, N. M

“…Many natural systems exhibit chaotic behaviour such as the weather, hydrology, neuroscience and population dynamics. Although many chaotic systems can be…”
Get full text

Machine Learning as Statistical Data Assimilation by Abarbanel, H. D. I, Rozdeba, P. J, Shirman, S

“…We identify a strong equivalence between neural network based machine learning (ML) methods and the formulation of statistical data assimilation (DA), known to…”
Get full text