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Published at November 25

Neural Network-based High-index Saddle Dynamics Method for Searching Saddle Points and Solution Landscape

Released Date: November 25, 2024

Authors: Yuankai Liu¹, Lei Zhang¹, Jin Zhao¹

Aff.: ¹Institution not specified

Arxiv: http://arxiv.org/abs/2411.16200v1

Refer to caption

Noise Ratio	Error of Saddle1	Error of Saddle2
0 $\%$	0.007753	0.001658
$10\%$	0.050641	0.036997
$20\%$	0.064979	0.033291
$30\%$	0.103624	0.071350
$40\%$	0.096967	0.089498
$50\%$	0.100412	0.112222
$60\%$	0.182844	0.183391
$70\%$	0.199748	0.125200
$80\%$	0.207824	0.186855
$90\%$	0.438199	0.452666
$100\%$	0.702949	0.507552