Level-Set Curvature Neural Networks: A Hybrid Approach. - Luis Ángel Larios Cárdenas; Frédéric Gibou (CoRR, 2021)

A Deep Learning Approach for the Computation of Curvature in the Level-Set Method. - Luis Ángel Larios Cárdenas; Frédéric Gibou (SIAM J. Sci. Comput., 2021)

A hybrid inference system for improved curvature estimation in the level-set method using machine learning. - Luis Ángel Larios Cárdenas; Frédéric Gibou (J. Comput. Phys., 2022)

Error-correcting neural networks for semi-Lagrangian advection in the level-set method. - Luis Ángel Larios Cárdenas; Frédéric Gibou (J. Comput. Phys., 2022)

Error-Correcting Neural Networks for Two-Dimensional Curvature Computation in the Level-set Method. - Luis Ángel Larios Cárdenas; Frédéric Gibou (J. Sci. Comput., 2022)

Machine learning algorithms for three-dimensional mean-curvature computation in the level-set method. - Luis Ángel Larios Cárdenas; Frédéric Gibou (J. Comput. Phys., 2023)