Practical multi-fidelity machine learning: fusion of deterministic and Bayesian models

Jiaxiang Yi, Ji Cheng, Miguel A. Bessa

Multi-fidelity machine learning methods address the accuracy-efficiency trade-off by integrating scarce, resource-intensive high-fidelity data with abundant but less accurate low-f…