Convolution HiDeNN-AI for Integrating Multiscale Topological Optimization with Additive Manufacturing

TECHNOLOGY SUMMARY

Convolution HiDeNN-AI is a new machine learning technology that integrates robust physics-based models with convolution and deep neural network (DeNN) that are applied at hierarchical scales of interest. The goal is to accelerate the design optimization process with a focus on additive manufacturing.

AREA/MATURITY/AWARDS

Primary Application Area: Materials, Chemical

Technology Development Status: Prototype

Technology Readiness Level: TRL 2


SHOWCASE SUMMARY

Organization Type: Early-stage Startup (Seed)

Website: https://hidennai.wordpress.com/


MARKET KEYWORDS

Market Keywords: Additive Manufacturing, Advanced/Novel Materials