Learning the Schrödinger Equation


Learning the Schrödinger Equation

Shah, K.

Abstract

We present an educational module incorporating machine learning into physics curriculum, which can be used can be used for a Quantum Mechanics course. The module will begin with introduction to the time dependent Schrödinger Equation including a tutorial on analytical solutions for the Quantum Harmonic Oscillator. The second portion of this module will consist of a solution of this system using neural networks. Students are encouraged to try different parameters and modify the code to fit other systems.

Keywords: data science; machine learning; physics education

  • Eingeladener Vortrag (Konferenzbeitrag)
    DSECOP 2022 Data Science in Physics Workshop, 22.06.2022, College Park, Maryland, USA
  • Software in externem Daten-Repositorium
    Publication year 2022
    Programming language: Python
    System requirements: Python
    License: MIT License
    Hosted on GitHub: Link to location

Permalink: https://www.hzdr.de/publications/Publ-35352