Extrapolative prediction in multiphase flow pipelines: a multi-fidelity surrogate approach with stacking ensemble
Pengcheng Cao, Kai Wang, Ting Zhang, Lihui Yang • Engineering Applications of Computational Fluid Mechanics
(2026)
Accurate extrapolation of multiphase flow behaviour in offshore pipelines is hindered by limited field data, simulator bias, and strong nonlinearities. A multi-fidelity surrogate approach with stacking ensemble is proposed to address these ...
DOAJ
Open Access (DOAJ)
DOI:
10.1080/19942060.2026.2646081