Fig. 5
Simulation-free (hyper-)reduction: (a) and (c) show that the modal-based reduction techniques L1 and L2, and their modal-based hyper-reduced counterparts are able to accurately capture the nonlinear response. (b) and (d) A small fraction of the total number elements was selected for hyper-reduction by the sNNLS algorithm, resulting in high online speed-ups as reported in Table 1.

Simulation-free (hyper-)reduction: (a) and (c) show that the modal-based reduction techniques L1 and L2, and their modal-based hyper-reduced counterparts are able to accurately capture the nonlinear response. (b) and (d) A small fraction of the total number elements was selected for hyper-reduction by the sNNLS algorithm, resulting in high online speed-ups as reported in Table 1.

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