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Data-driven Tissue Mechanics with Polyconvex Neural Ordinary Differential Equations

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Data-driven methods are becoming an essential part of computational mechanics due to their advantages over traditional material modeling. Deep neural networks are able to learn complex material response without the constraints of closed-form models. However, d... ...