Refined Grid Sampling for Efficient Implicit Neural Representations of Large-Scale Scientific Data

Guang Zhao, Xihaier Luo, Sean McCue +5

Implicit neural representations (INRs) offer a powerful framework for modeling high-dimensional physical fields, but their training remains inefficient because evaluating dense coo…