Systems and methods for formulating material in a data-driven manner

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United States of America Patent

PATENT NO 11752700
APP PUB NO 20210095141A1
SERIAL NO

17061548

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Abstract

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Systems and methods for optimizing the formulation of materials are provided. The systems and methods employ a data-driven, iterative approach to derivate optimal material formulations. One portion of the system includes a sample automation system that outputs the material samples to be tested, and a second portion of the system includes an optimization engine that analyzes data extracted from the material samples and generates additional formulations for materials to be printed and tested. This process continues so that optimal material formulations can be determined based on desired mechanical properties of the material to be optimized. The optimization engine can further be capable of predicting results of formulation that have not yet been tested and using those predictions to further drive the next suggested materials to be tested.

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Patent Owner(s)

Patent OwnerAddress
MASSACHUSETTS INSTITUTE OF TECHNOLOGY77 MASSACHUSETTS AVENUE CAMBRIDGE MA 02139

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Erps, Timothy P Salem, US 2 0
Foshey, Michael J Quincy, US 5 5
Goetzke, Hanns Hagen Ludwigshafen, DE 2 0
Lukovic, Mina Konakovic Belgrade, RS 2 0
Matusik, Wojciech Lexington, US 119 3069
Shou, Wan Allston, US 8 8
Stoll, Klaus Ludwigshafen, DE 36 242
von, Vacano Bernhard Ulrich Ludwigshafen, DE 6 5

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