The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 02, 2024

Filed:

Apr. 12, 2021
Applicant:

Altair Engineering, Inc., Troy, MI (US);

Inventors:

Zain S. Dweik, Hamilton, OH (US);

Vijay Sethuraman, Bangalore, IN;

Berkay Elbir, Gebze, TR;

Assignee:

Altair Engineering, Inc., Troy, MI (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 30/20 (2020.01); G06N 3/043 (2023.01); G06N 3/045 (2023.01); G06N 7/01 (2023.01); G06N 7/02 (2006.01); G06N 20/00 (2019.01); G06T 17/05 (2011.01); G06F 3/04815 (2022.01); G06F 111/08 (2020.01); G06F 111/10 (2020.01); G06N 3/042 (2023.01); G06N 5/00 (2023.01);
U.S. Cl.
CPC ...
G06F 30/20 (2020.01); G06N 3/043 (2023.01); G06N 3/045 (2023.01); G06N 7/01 (2023.01); G06N 7/023 (2013.01); G06N 20/00 (2019.01); G06T 17/05 (2013.01); G06F 3/04815 (2013.01); G06F 2111/08 (2020.01); G06F 2111/10 (2020.01); G06N 3/042 (2023.01); G06N 5/00 (2013.01); G06T 2210/21 (2013.01);
Abstract

Techniques that facilitate optimization of prototype and machine design within a three-dimensional fluid modeling environment are presented. For example, a system includes a modeling component, a machine learning component, and a graphical user interface component. The modeling component generates three-dimensional model of a mechanical device based on a library of stored data elements. The machine learning component predicts one or more characteristics of the mechanical device based on a first machine learning process associated with the three-dimensional model. The machine learning component also generates physics modeling data of the mechanical device based on the one or more characteristics of the mechanical device. The graphical user interface component provides, via a graphical user interface, a three-dimensional design environment associated with the three-dimensional model and a probabilistic simulation environment associated with optimization of the three-dimensional model.


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