most citedPhysics-informed Neural Network Estimation of Material Properties in Soft Tissue Nonlinear Biomechanical Models

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math.OC2025

On Parameter Identification in Three-Dimensional Elasticity and Discretisation with Physics-Informed Neural Networks

Federica Caforio, Martin Holler, Matthias Höfler

Physics-informed neural networks have emerged as a powerful tool in the scientific machine learning community, with applications to both forward and inverse problems. While they ha…