Deep learning of interfacial curvature: A symmetry-preserving approach for the volume of fluid method-Reference-Cited by-同舟云学术

Deep learning of interfacial curvature: A symmetry-preserving approach for the volume of fluid method

Published:2023-07 Issue: Volume:485 Page:112110
ISSN:0021-9991
Container-title:Journal of Computational Physics
language:en
Short-container-title:Journal of Computational Physics

Author:

Önder Asim^ORCID,Liu Philip L.-F.

Publisher

Elsevier BV

Subject

Computer Science Applications,Physics and Astronomy (miscellaneous),Applied Mathematics,Computational Mathematics,Modeling and Simulation,Numerical Analysis

Reference35 articles.

1. A second order coupled level set and volume-of-fluid method for computing growth and collapse of vapor bubbles;Sussman;J. Comput. Phys.,2003

2. Estimating curvature from volume fractions;Cummins;Comput. Struct.,2005

3. On the properties and limitations of the height function method in two-dimensional Cartesian geometry;Bornia;J. Comput. Phys.,2011

4. Numerical models of surface tension;Popinet;Annu. Rev. Fluid Mech.,2018

5. Neural networks for determining the vector normal to the surface in CFD, LBM and CA applications;Svyetlichnyy;Int. J. Numer. Methods Heat Fluid Flow,2018

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3. Local interface remapping based curvature computation on unstructured grids in volume of fluid methods using machine learning;Physics of Fluids;2024-06-01

4. Volume of Fluid Method: A Brief Review;Journal of the Indian Institute of Science;2024-01

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