Table 4 Different PointNet CNN architecture.

From: AI-driven point cloud framework for predicting solder joint reliability using 3D FEA data

Model

MLP layers

Global pooling

Dense layers

1

4-8-16

Adaptive Max Pooling

16

2

4-16-32

Adaptive Max Pooling

32

3

4-32-64

Adaptive Max Pooling

64

4

4-64-128

Adaptive Max Pooling

128

5

4-128-256

Adaptive Max Pooling

256