Studying the Impact of Latent Representations in Implicit Neural Networks for Scientific Continuous Field Reconstruction

Wei Xu, Derek Freeman DeSantis, Xihaier Luo +5

Learning a continuous and reliable representation of physical fields from sparse sampling is challenging and it affects diverse scientific disciplines. In a recent work, we present…