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Modeling of mechanical wave propagation using FEM and PINNs.

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Mechanical Wave Propagation

Modeling mechanical wave propagation using FEM (Finite Element Method) and PINNs (Physics-Informed Neural Networks) involves combining two powerful techniques from computational physics and machine learning to accurately simulate the behavior of waves in mechanical systems.

Structure

.
├── README.md
├── code
└── notebooks
    ├── Elastodynamics using the finite element method.ipynb
    ├── Elastostatics using the Finite Elements Method.ipynb
    ├── Physics-informed neural networks (PINNs) for elastostatics.ipynb
    └── estilo.css

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Modeling of mechanical wave propagation using FEM and PINNs.

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