Articles with "operator unifying" as a keyword



A Neural Operator Unifying Graph Neural Networks and Point Transformers

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Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3585920

Abstract: Neural operators have emerged as a powerful tool for learning mappings between function spaces, particularly for solving partial differential equations (PDEs). This study introduces a novel framework that unifies Graph Neural Networks (GNNs) and Transformers,… read more here.

Keywords: unifying graph; operator; operator unifying; graph neural ... See more keywords