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Transformers as neural operators for solutions of differential equations with finite regularity

Benjamin Shih, Ahmad Peyvan, Zhongqiang Zhang, George Em Karniadakis

2024Computer Methods in Applied Mechanics and Engineering31 citationsDOI

Topics & Concepts

Finite element methodTransformerMathematicsApplied mathematicsArtificial neural networkMathematical analysisComputer scienceEngineeringStructural engineeringElectrical engineeringVoltageArtificial intelligenceNeural Networks and ApplicationsModel Reduction and Neural NetworksIndustrial Technology and Control Systems
Transformers as neural operators for solutions of differential equations with finite regularity | Litcius