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A New Validation Metric for Models With Correlated Responses Using Limited Experimental and Simulation Data
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Model validation is the process of determining the degree to which a model is an accurate representation of the real object. Most of the existing model verification metrics rely on massive data, which are expensive to ...
A New Sequential Sampling Method for Surrogate Modeling Based on a Hybrid Metric
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Sequential sampling methods have gained significant attention due to their ability to iteratively construct surrogate models by sequentially inserting new samples based on existing ones. However, efficiently and accurately ...
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