2020 James B. Wilson
Colorado State University
https://slides.com/jameswilson-3/tensor-iso-quant-matter/
Images Wikipedia Public Domain
Different (idealized) symmetry groups
<=>
Different phases of matter under Landau taxonomy
\(Zn(Cu)_3(OH)_6 Cl_2\)
Images CC-BY Rob Lavinsky
structure of a "quantum spin liquid"
CC BY Tomruen
Kagome Lattice structure at the level of molecule interactions
Topological? I.e based on "Topological Quantum Field Theories (TQFT)"
(For the physics go read Isaac Asimov)
"particle" states are (unit) vectors \(|v\rangle\) in Hilbert Space \(\mathcal{H}=\mathbb{C}^d\) e.g. electron spin is a basis of \(\mathbb{C}^2\)\[|v\rangle \in \{|\uparrow\rangle,|\downarrow\rangle\}\]
"waves" are density matrices \(|v\rangle\langle v|:\mathcal{H}\to \mathbb{C}\to \mathcal{H}\) \[|\uparrow\rangle\langle \uparrow|=\begin{bmatrix}1\\ 0 \end{bmatrix}\begin{bmatrix} 1 & 0\end{bmatrix}=\begin{bmatrix}1 & 0 \\ 0 & 0 \end{bmatrix}\]
\[|\downarrow\rangle\langle \downarrow|=\begin{bmatrix}0\\ 1 \end{bmatrix}\begin{bmatrix} 0 & 1\end{bmatrix}=\begin{bmatrix}0 & 0 \\ 0 & 1 \end{bmatrix}\]
(see the particle/wave duality?)
\(n\)-body systems \(\mathcal{H}_1\otimes\cdots\otimes \mathcal{H}_n\),
E.g. Electron orbital in an atom's shell \(\mathbb{C}^2\otimes \mathbb{C}^2\) \[\begin{aligned}|\psi\rangle & =\frac{\sqrt{2}}{2}(|\downarrow\uparrow\rangle-|\uparrow\downarrow\rangle)\\ & =\frac{1}{2}\begin{bmatrix} 0 & 1 \\ -1 & 0 \end{bmatrix}\end{aligned}\]
entanglement = \(|\psi\rangle\) where \(|\psi\rangle\) has rank more than 1.
Measurement is forcing/allowing entanglement with target particles \(|M\rangle\),
cause a cascade of entanglements
which then favors electric circuits (e.g. making all spin up so fero-magnetic state) in some brain cells and not others.
Random outcome caused by virtual particle exchange
(now you wish you had paid attention in talk 1)
States are vectors in Hilbert space, (vertices)
entanglements are unitary (squiggles)
many body systems are in tensor product, ...so these interact as tensor networks
Short range (gapped) entanglements between spins
Frustrated configuration so "liquid" symmetry group
States are vectors in Hilbert space, (vertices)
entanglements are unitary (squiggles)
many body systems tensor product,
Virtual (gapless) entanglements between spin singlets "orbitals"
Stable configuration so "solid" Symmetry Protected (local changes nudge back)
Quantum Insulator! (robust to quantum noise at low energy)
Projected Entanglement Particle Sys.
States are vectors in Hilbert space, (vertices)
entanglements are unitary (squiggles)
many body systems tensor product,
Long range entanglements, move things around each other.
Stable configuration so "solid" Symmetry Protected (local changes nudge back)
Topological Quantum Conductor! (hold entanglements robust to noise)
A quantum material such a PEPS somewhere has a boundary that interacts with environment.
The physics you see is on this boundary.
What is that physics?
All transverse symmetry groups of tensors are defined by toric ideals with binary support. I.e. \(X^{\alpha}-X^{\beta}\) \(\alpha_i+\beta_i\leq 1\).
So data must flow over the particle it cannot spread out over the particle.
The name for symmetries that flow over a tensor
large scale physics of tensor network is the intersections of the tensor automorphism groups.
For homogeneous lattice linked tensor networks it is a symmetrized subgroup of the automorphism group
Tensor Product approximation
(Brooksbank-W.) Adjoint-Tensor approximation
Solve linear equations (Sylvester equations!) to get good operators to reduce dimension.
Automorphisms approximate by \(Norm_{GL}(Adj(*))\)
(Brooksbank-Kassabov-W.) Iterative Adjoint-Tensor-Network approximation (in progress)
An iterative approach which collapses lower cells in a simplicial complex to create local best approximations.