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Physics Informed Deep Learning model for solid mechanics

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PINN_solid_mechanics

Physics Informed Deep Learning model for solid mechanics

We utilize physics informed neural networks to solve the strong form of the equilibrium equation for a hyperelastic model. We solve the ODE for a dogbone specimen under tension.

The figure below presents the architecture of our PINN.

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Physics Informed Deep Learning model for solid mechanics

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