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cs.LG2026
MoNo: Multiscale Optimal Transport Neural Operator for Solving PDEs on General Geometries
Zijiang Yang, Xiaomeng Wu, Dongmei Fu
Transformer-based neural operators have achieved substantial progress in solving Partial Differential Equations (PDEs) by projecting spatial observations into compact latent tokens…
cs.LG2023★ 1 cited
Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction
Guangxuan Song, Dongmei Fu, Zhongwei Qiu +4
Using machine learning (ML) techniques to predict material properties is a crucial research topic. These properties depend on numerical data and semantic factors. Due to the limita…