HGNO-P: PDE-Constrained Hierarchical Geometric Neural Operators for Data Efficient Multimodal 3D Reasoning

We introduce Hierarchical Geometric Neural Operators (HGNOs), a novel operator-theoretic framework designed for data-efficient, interpretable, and physically consistent multimodal 3D reasoning. HGNOs integrate hierarchical operator decomposition, spec