Large-scale physically accurate modelling of real proton exchange membrane fuel cell with deep learning

Abstract

Accurate liquid water modelling is challenging. Here the authors use X-ray micro-computed tomography, deep learned super-resolution, multi-label segmentation, and direct multiphase simulation to simulate fuel cell and guide fuel cell design.