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Author

Burigede Liu

2 papers indexed here

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Jul 2026

Neural operators solve inverse problems for constitutive model discovery

This work proposes two neural operator architectures that directly map experimentally measured data to the constitutive functions governing the mechanical response of the material: Physics-Augmented Neural Operators (PANO) and Constitutive Artificial Neural Operators (CANO).

Moritz Flaschel, Burigede Liu, Ellen Kuhl · 1 citation

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