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Haller, George; Ponsioen, Sten. Nonlinear normal modes and spectral submanifolds: Existence, uniqueness and use in model reduction. Nonlinear Dynamics. 2016, 86 (3): 1493–1534. S2CID 44074026. arXiv:1602.00560. doi:10.1007/s11071-016-2974-z.
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Belkin, Mikhail. Problems of Learning on Manifolds (学位论文). Department of Mathematics, The University of Chicago. August 2003. Matlab code for Laplacian Eigenmaps can be found in algorithms at Ohio-state.edu
Zhang, Zhenyue; Hongyuan Zha. Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment. SIAM Journal on Scientific Computing. 2005, 26 (1): 313–338. CiteSeerX 10.1.1.211.9957. doi:10.1137/s1064827502419154.
Haller, George; Ponsioen, Sten. Nonlinear normal modes and spectral submanifolds: Existence, uniqueness and use in model reduction. Nonlinear Dynamics. 2016, 86 (3): 1493–1534. S2CID 44074026. arXiv:1602.00560. doi:10.1007/s11071-016-2974-z.
Hastie, T. Principal Curves and Surfaces(PDF) (学位论文). Stanford Linear Accelerator Center, Stanford University. November 1984. (原始内容存档(PDF)于2019-08-02).
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