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Blind Kriging: A New Method for Developing Metamodels
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Kriging is a useful method for developing metamodels for product design optimization. The most popular kriging method, known as ordinary kriging, uses a constant mean in the model. In this ...
Building Surrogate Models Based on Detailed and Approximate Simulations
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Preliminary design of a complex system often involves exploring a broad design space. This may require repeated use of computationally expensive simulations. To ease the computational burden, ...