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Progress Toward a Complete Set of Errors for Modeling and Simulation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: To develop a fully complete set of errors associated with modeling and simulation, it is necessary to express every error that could impact the accuracy of a computational model's prediction of the real world system (i.e., ...
Progress Toward a Complete Set of Errors for Modeling and Simulation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: To develop a fully complete set of errors associated with modeling and simulation, it is necessary to express every error that could impact the accuracy of a computational model's prediction of the real world system (i.e., ...
Credibility Assessment of Machine Learning in a Manufacturing Process Application
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: We present a framework for establishing credibility of a machine learning (ML) model used to predict a key process control variable setting to maximize product quality in a component manufacturing application. Our model ...
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