Physics-informed neural networks for constitutive modeling and multiphysics coupling in viscoelastic materials: Applications to asphalt pavement mechanics

Xue Luo, Jiale Huang, Li'an Shen, Hang Wang, Ziqiang Shi. Physics-informed neural networks for constitutive modeling and multiphysics coupling in viscoelastic materials: Applications to asphalt pavement mechanics. Neural Networks, 200:108803, 2026. [doi]

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