OBJECT DESIGN USING MACHINE-LEARNING MODEL

• Main Authors: KALIN JOSHUA DAVID, CROTHERS PHILLIP JOHN, BOGUCKI GREGG ROBERT, TUCKER SAMUEL J, REYNOLDS CARLA ELIZABETH, RUBIN ALEXANDER
• Format: Patent
• Language: Chinese; English
• Published: 04.09.2020
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention relates to object design using machine-learning model. A system to aid in design for manufacturing an object includes a processor and a memory configured to store instructions. The processor is configured to receive first data representing a design of the object to be manufactured and second data representing a machine-learning model. The processor is configured to execute the instructions to generate third data using the first data and the second data. The third data indicates at least one of a modification to the design of the object or process conditions for production of theobject. The processor is configured to send the design of the object, the process conditions, or both, to a manufacturing tool to enable production of the object. The machine-learning model is representative of production data and based at least partially on one or more of: object features, process parameters, environmental factors, and quality data. 使用机器学习模型的物体设计。一种在用于制造物体的设计方面进行辅助的系统，所述系统包括处理器和被配置成存储指令的存储器。所述处理器被配置成，接收表