Sharp-PINNs: Staggered hard-constrained physics-informed neural networks for phase field modelling of corrosion.
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| Title: | Sharp-PINNs: Staggered hard-constrained physics-informed neural networks for phase field modelling of corrosion. |
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| Authors: | Chen, Nanxi1, Cui, Chuanjie2, Ma, Rujin1, Chen, Airong1, Wang, Sifan1,3 |
| Source: | Computer Methods in Applied Mechanics & Engineering; Dec2025, Vol. 447, pN.PAG-N.PAG, 1p |
| Database: | Applied Science & Technology Source |
| ISSN: | 00457825 |
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| DOI: | 10.1016/j.cma.2025.118346 |