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A Deep Learning Approach for the Computation of Curvature in the Level Set Method

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A Deep Learning Approach for the Computation of Curvature in the Level Set Method

The accompanying Tensorflow models and corresponding normalization statistics are contained in models/ and data/. Our neural networks have been trained for local resolutions of 256, 266, and 276 equally-spaced nodes along the Cartesian x- and y- directions. For further information please contact the author/developer at lal@cs.ucsb.edu.

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As of February 2, 2022, this repository has been archived. Please check our latest development on error-correcting neural networks.

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A Deep Learning Approach for the Computation of Curvature in the Level Set Method

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