Learning the Schrödinger Equation
Learning the Schrödinger Equation
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
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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