Efficient Multifidelity Surrogate Modeling: Leveraging Gradient-Only Surrogates for Data Fusion
Multifidelity surrogate modeling can be efficiently achieved by constructing gradient-only surrogates, which prioritize data quality over quantity and challenge the conventional notion that more data leads to better results.