Physics-Consistent Neural Networks for Learning Deformation and Director Fields in Microstructured Media with Loss-Based Validation Criteria

Fuente: arXiv

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Bibliographic Details
Main Authors:	Shirani, Milad, Gueldner, Pete H., Khidoyatov, Murat, Warren, Jeremy L., Ninno, Federica
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Soft Condensed Matter Computational Engineering, Finance, and Science
Online Access:	Acceder al recurso
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Internet

https://arxiv.org/abs/2603.06939