We consider a beam on two supports and with a distributed load.
We approximate the numerical solution of the differential equation of the beam with a neural network.
We use the Jax library for machine learning.
Evolution of loss function components during training of the PINN:
Comparison of the numerical approximation obtained with the PINN, and the analytical solution of the beam deflection:
