Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling

Ruijia Niu, Dongxia Wu, Kai Kim +3

Multi-fidelity surrogate modeling aims to learn an accurate surrogate at the highest fidelity level by combining data from multiple sources. Traditional methods relying on Gaussian…