Octree-based hierarchical sampling optimization for the volumetric super-resolution of scientific data

Xinjie Wang, Maoquan Sun, Yundong Guo +4

When introducing physics-constrained deep learning solutions to the volumetric super-resolution of scientific data, the training is challenging to converge and always time-consumin…