Visualizing Representations of ๐ฐ๐ฉ(2,โ)
Feb 22, 2025
ยท
1 min read
An interactive notebook that illustrates representations of the Lie algebra by implementing the action of its generators on homogeneous polynomials. Designed for Lecture 4 (Representation Theory) of the Lie Groups with Applications course at Quantum Formalism.
Goal
To explore the action of the generators โ the weight operator , raising operator , and lowering operator โ on the space of homogeneous polynomials in two variables , and to visualize the ladder structure of irreducible representations.
Key Activities
- Defined the representation space , consisting of degree-homogeneous polynomials in two variables
- Implemented , and as differential operators acting on symbolic expressions in
sympy
- Built an interactive interface for applying these operators to a given polynomial using
ipywidgets
- Demonstrated weight shifts and the full ladder structure for each irreducible
Technologies & Concepts
- Python, SymPy (symbolic differentiation & polynomial manipulation)
ipywidgets
for interactivity- Representation theory of
- Differential operators on polynomial spaces
Note: This project is currently in development โ the code repository will be made public soon.