Helen Lu Cao

AdvectiveNet: An Eulerian-Lagrangian Fluidic Reservoir for Point Cloud Processing

This paper presents a novel physics-inspired deep learning approach for point cloud processing motivated by the natural flow phenomena in fluid mechanics. Our learning architecture jointly defines data in an Eulerian world space, using a static background grid, and a Lagrangian material space, usin…