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08/18/2022
Machine learning algorithms for three-dimensional mean-curvature computation in the level-set method
We propose a data-driven mean-curvature solver for the level-set method....
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01/22/2022
Error-Correcting Neural Networks for Two-Dimensional Curvature Computation in the Level-Set Method
We present an error-neural-modeling-based strategy for approximating two...
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10/22/2021
Error-Correcting Neural Networks for Semi-Lagrangian Advection in the Level-Set Method
We present a machine learning framework that blends image super-resoluti...
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04/07/2021
Level-Set Curvature Neural Networks: A Hybrid Approach
We present a hybrid strategy based on deep learning to compute mean curv...
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02/04/2020