AUTONOMOUS INORGANIC MATERIAL SYNTHESIS MACHINE

Patent №

US 11,610,652

Granted

2023-03-21

Filed 2020

Owner

TOYOTA RESEARCH INSTITUTE, INC.

+1 more

Lab

AI components

4

kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16868037

A synthesis machine for preparation of a targeted inorganic material for recommended synthesis by a computer program that determines optimal solid-state methods for synthesis of an inorganic material. The computational method involves inputting a target inorganic material, querying structural data and thermodynamic data for the target inorganic material, enumerating possible synthetic reactions to construct a synthetic reaction database with a viable subset of the possible synthetic methods. The routine generates a nucleation metric and competition metric that are combined to provide recommended synthetic methods. The output for each of the recommended syntheses are input into a robotic synthesis machine where the delivery of reactants, reaction conditions, and analysis of extent of reaction, and product quality is controlled by a processor.

Knowledge representationPlanningEvolutionary computationAI hardwareG16C 20/10B01J 4/02B01J 19/0013B01J 19/004G16C 20/80G16C 20/90G16C 60/00B01J 19/0006+7 more

AI classification

AI hardware1.00
Planning0.98
Knowledge representation0.85
Evolutionary computation0.60
Machine learning0.02
Natural language0.01
Speech0.00
Vision0.00

Ownership

TOYOTA RESEARCH INSTITUTE, INC.

assignment · 526120761

TOYOTA JIDOSHA KABUSHIKI KAISHA

assignment · 630570792

Assignors

AYKOL, MURATAHAN, SURAM, SANTOSH K.

On an employer assignment, the assignors are typically the inventors.

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