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Cited article:

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Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (12) (2023)
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Linear/Ridge expansions: enhancing linear approximations by ridge functions

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SIAM Journal on Scientific Computing 44 (3) B805 (2022)
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Nonlinear Reduced Models for State and Parameter Estimation

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SIAM/ASA Journal on Uncertainty Quantification 10 (1) 227 (2022)
https://doi.org/10.1137/20M1380818