Abstract: Due to the irregular distribution of 3-D point clouds and the random movement of the passengers, it is difficult to accurately and rapidly determine the passenger occupancy based on the ...

This repo extends the PointNet++ model for semantic segmentation of buildings. The model is trained on a portion of the 2022 Vancouver LiDAR Dataset whereby the points are filtered by their proximity ...

Abstract: This paper present an interconnect-structure-aware physics-informed PointNet method, named Isa-PIPN, for fast and accurate capacitance predictions. Once the Isa-PIPN is trained, it can ...