Machine learning for bounce calculation

Understand

We study the possibility of using machine learning for the calculation of the bounce action in quantum tunneling.

• Adopting supervised learning, we train neural network to give the bounce action from a given potential.
• It is found that, for one-dimensional tunneling, even a simple neural network performs at a percent level.