Algebra
Representation Theory
IBM Q System One describes spin-1/2 via the 2-dimensional representation of SU(2). Pauli matrices control quantum gates in the 127-qubit Eagle processor.
- **Quantum computing:** unitary SU(2) representations describe quantum gates on IBM Q.
- **Molecular spectroscopy:** CO2 orbitals classified by irreducible representations of D_inf_h.
- **Equivariant NN (SE(3)-Transformer):** uses SE(3) representations for molecular property prediction.
Group Representations
IBM Q System One describes spin-1/2 particles via the 2-dimensional representation of SU(2). The Pauli matrices sigma_x, sigma_y, sigma_z are the generators of this representation, controlling real quantum gates.
What is the character chi(g) of a representation?
Irreducible Representations and Schur's Lemma
In quantum chemistry, the molecular orbitals of CO2 are classified by irreducible representations of the symmetry group D_inf_h. This lets chemists predict allowed transitions without solving the Schrodinger equation.
How many irreducible representations does a finite group G have?
Key ideas
- **Representation rho: G->GL(V):** homomorphism. Character chi(g)=Tr(rho(g)) is the complete invariant.
- **Schur's lemma:** every finite-dim representation of a finite group over C decomposes into irreducibles.
- **Character orthogonality:** <chi_i, chi_j>=delta_{ij}. Number of irreducibles equals number of conjugacy classes.