Design for Manufacturability

We have developed new tools for enhancing design for manufacturability using 3D Convolutional Neural Networks.

Machinability This project involves analyzing a designed part for ease of manufacturing. We developed a framework predict the machinability of a given input CAD model. More details can be found here. Download the data from here here.

Analysing Manufacturability using 3D Convolutional Neural Networks

Additive Manufacturing Our design tools can be extended to identify difficult-to-manufacture features for additive manufacturing.

Comparison between designed and additively-manufactured component.