METHOD AND APPARATUS FOR GENERATING CHEMICAL STRUCTURE USING NEURAL NETWORK

Patent №

US 11,670,403

Granted

2023-06-06

Filed 2019

Owner

SAMSUNG ELECTRONICS CO., LTD.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16269092

Generating a new chemical structure by using a neural network using an expression region that expresses a particular property in a descriptor or an image for a reference chemical structure. The new chemical structure may be generated by changing a partial structure in the reference chemical structure that corresponds to the expression region.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06N 3/044G16C 20/40G06N 3/0442G06N 3/045G06N 3/047G06N 3/0499G06N 3/086G06N 3/09+2 more

AI classification

Natural language1.00
Machine learning1.00
AI hardware1.00
Planning0.98
Knowledge representation0.71
Vision0.24
Evolutionary computation0.01
Speech0.00

Ownership

SAMSUNG ELECTRONICS CO., LTD.

assignment · 482770945

Assignors

KIM, KYUNGDOC, KWON, YOUNGCHUN, KIM, MISUK, YOO, JIHO, CHOI, YOUNSUK

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

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