LiNO introduces a light-transport-inspired decomposition of neural operator latent dynamics into pointwise reflection/refraction and input-dependent scattering for improved structure in operator learning.
Geometric generalization of neural operators from kernel integral perspective.arXiv preprint arXiv:2602.01498, 2026
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Let There Be Light: Reflection, Refraction and Scattering for Neural Operators
LiNO introduces a light-transport-inspired decomposition of neural operator latent dynamics into pointwise reflection/refraction and input-dependent scattering for improved structure in operator learning.