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What is Emulators For Large-Scale Computer Experiments With Quantitative and Qualitative Inputs about?

This document presents a novel framework for emulating large-scale computer experiments with both quantitative and qualitative inputs, addressing the challenges of accuracy and computational efficiency. The proposed method utilizes a new covariance function and Vecchia approximation to enable scalable modeling, demonstrated through simulation studies and a structural engineering application. The paper reviews existing methodologies and introduces a new approach to enhance prediction and uncertainty quantifi

Author

henryjohnsons

Language

EN