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Markus Apel

Finite Operator Learning: Bridging Neural Operators and Numerical Methods for Efficient Parametric Solution and Optimization of PDEs

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Jul 04, 2024
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A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains

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May 22, 2024
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A finite operator learning technique for mapping the elastic properties of microstructures to their mechanical deformations

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Mar 28, 2024
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Integration of physics-informed operator learning and finite element method for parametric learning of partial differential equations

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Jan 04, 2024
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