SYSTEM DESIGN BASED ON PROCESS FLOW DIAGRAM INFORMATION EXTRACTION AND GENERATIVE MODELS

One embodiment provides a method and a system for automated design of a physical system. During operation, the design system obtains qualitative and quantitative design requirements associated with the physical system and inputs the qualitative design requirements to a trained machine-learning model...

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Bibliographic Details
Main Authors Morgenstern, Leora, Goebel, Kai Frank, de Kleer, Johan, Matei, Ion
Format Patent
LanguageEnglish
Published 14.12.2023
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:One embodiment provides a method and a system for automated design of a physical system. During operation, the design system obtains qualitative and quantitative design requirements associated with the physical system and inputs the qualitative design requirements to a trained machine-learning model to generate a topology of the physical system. The topology specifies a number of components and connections among the components. The design system then determines parameters of the components based on the quantitative design requirements.
Bibliography:Application Number: US202217835778