Methods and apparatus for machine learning predictions of manufacture processes

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United States of America Patent

PATENT NO 12099341
APP PUB NO 20230350380A1
SERIAL NO

18349350

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Abstract

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The subject technology is related to methods and apparatus for discretization and manufacturability analysis of computer assisted design models. In one embodiment, the subject technology implements a computer-based method for the reception of an electronic file with a digital model representative of a physical object. The computer-based method determines geometric and physical attributes from a discretized version of the digital model, a cloud point version of the digital model, and symbolic functions generated through evolutionary algorithms. A set of predictive machine learning models is utilized to infer predictions related to the manufacture process of the physical object.

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Patent Owner(s)

Patent OwnerAddress
XOMETRY INC7951 CESSNA AVENUE GAITHERSBURG MD 20879

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chen, Yuan Rockville, US 252 1626
Coffman, Valerie R Washington, US 13 239
Hendrix, Luke S Bethesda, US 8 168
Sankey, William J College Park, US 8 168
Smith, Joshua Ryan Washington, US 10 170
Wheeler, Daniel Darnestown, US 18 243

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