Skip to content

Solving Schrodinger's Equation with a Neural Network using numerical integration and autograd. Check https://arxiv.org/abs/2104.04795

Notifications You must be signed in to change notification settings

anuwu/Particle-in-a-Box

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

41 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Particle-in-a-Box

title

Solving Schrodinger's Equation with a Neural Network using numerical integration and automatic differentiation. The steps to run the python notebook is self-explanatory. All input variables are accepted as forms in the Google Colab notebook.

The neural network is successfully able to solve the Particle-in-a-Box potential for the first few eigen-energies and even upto the fifth eigen-energy.

alt text

n=2

alt text

n=5

Releases

No releases published

Packages

No packages published