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Nonlinear modal analysis via non-parametric machine learning tools

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Figure

Figure 1: Nonlinear two-DOF lumped parameter system.
Figure 3: PSDs for transformed variables: linear modal analysis (PCA).
Figure 5: PSDs for transformed variables: local linear embedding.
Figure 6: PSDs for physical variables.
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