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Calibration of Cellular Automaton Model for Microstructure Prediction in Additive Manufacturing Using Dissimilarity Score
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Additive manufacturing (AM) simulations offer an alternative to expensive AM experiments to study the effects of processing conditions on granular microstructures. Existing AM simulations lack support from reliable validation ...
Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this study, we propose a scalable batch sampling scheme for optimization of simulation models with spatially varying noise. The proposed scheme has two primary advantages: (i) reduced simulation cost by recommending ...