Is a
Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Harsono S. Simka0
Ganesh Hegde0
Date of Patent
December 27, 2022
0Patent Application Number
167994100
Date Filed
February 24, 2020
0Patent Citations
Patent Citations Received
Patent Primary Examiner
A method and a system for material design utilizing machine learning are provided, where the underlying joint distribution p(S,P) of structure (S)-property (P) relationships is explicitly learned simultaneously and is utilized to directly generate samples (S,P) in a single step utilizing generative techniques, without any additional processing steps. The subspace of structures that meet or exceed the target for property P is then identified utilizing conditional generation of the distribution (e.g., p(P)), or through randomly generating a large number of samples (S,P) and filtering (e.g., selecting) those that meet target property criteria.
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