Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics von Vlachas, P.R., Pathak, J., Hunt, B.R., Sapsis, T.P., Girvan, M., Ott, E., Koumoutsakos, P.

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Numerical schemes for dynamically orthogonal equations of stochastic fluid and ocean flows von Ueckermann, M.P., Lermusiaux, P.F.J., Sapsis, T.P.

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A Non‐Intrusive Machine Learning Framework for Debiasing Long‐Time Coarse Resolution Climate Simulations and Quantifying Rare Events Statistics von Barthel Sorensen, B., Charalampopoulos, A., Zhang, S., Harrop, B. E., Leung, L. R., Sapsis, T. P.

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Efficiency of targeted energy transfers in coupled nonlinear oscillators associated with 1:1 resonance captures: Part II, analytical study von Sapsis, T.P., Vakakis, A.F., Gendelman, O.V., Bergman, L.A., Kerschen, G., Quinn, D.D.

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