Generative AI-enhanced Probabilistic Multi-Fidelity Surrogate Modeling Via Transfer Learning

Jice Zeng, David Barajas-Solano, Hui Chen

The performance of machine learning surrogates is critically dependent on data quality and quantity. This presents a major challenge, as high-fidelity (HF) data is often scarce and…