Phase-field DeepONet: physics-informed deep operator neural network for fast simulations of pattern formation governed by gradient flows of free-energy functionals (Q6084433)
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scientific article; zbMATH DE number 7761299
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Phase-field DeepONet: physics-informed deep operator neural network for fast simulations of pattern formation governed by gradient flows of free-energy functionals |
scientific article; zbMATH DE number 7761299 |
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Phase-field DeepONet: physics-informed deep operator neural network for fast simulations of pattern formation governed by gradient flows of free-energy functionals (English)
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6 November 2023
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physics-informed machine learning
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deep operator neural network
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phase-field method
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minimizing movement scheme
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Allen-Cahn and Cahn-Hilliard equations
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