Patent · US Active

Virtual x-ray image (VXRI) stack as features sets for machine learning for virtual simulations

US11288596B1 · kind B1 · utility

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19Claims

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Assignee

HEXAGON MANUFACTURING INTELLIGENCE SARL · US

Inventors

Michael Schlenkrich · Munich, DE
Matthias Dehmer · Munich, DE
Horen Kuecuekyan · Chantilly, US

Key dates

Filing date	Aug 6, 2018
Grant date	Mar 29, 2022
Priority date	—
Expiry date	Dec 16, 2040

Classification

Technology area (CPC G)Physics
CPC primaryG06T2219/00
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Examples described herein relate to apparatuses and methods for determining a training set for an AI of a computerized simulation platform. An image stack corresponding to a 3D structure includes a plurality of layers generated based on the 3D structure. A model of the 3D structure is simulated to determine simulation results. The training set for a machine learning algorithm of the AI includes the image stack and the simulation results. The AI is trained using the machine learning algorithm based on the training set.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.