Over an arbitrary commutative ring $R$ , we develop a theory of quantum cellular automata. We then use algebraic K-theory to construct a space $\mathbf{Q}(X)$ of quantum cellular automata (QCA) on a given metric space $X$ . In most cases of interest, $π_0 \mathbf{Q}(X)$ classifies QCA up to quantum circuits and stabilization. Notably, the QCA spaces are related by homotopy equivalences $\mathbf{Q}(*) \simeq Ω^n \mathbf{Q}(\mathbb{Z}^n)$ for all $n$ , which shows that the classification of QCA on Euclidean lattices is given by an $Ω$ -spectrum indexed by the dimension $n$ . As a corollary, we also obtain a non-connective delooping of the K-theory of Azumaya $R$ -algebras, which may be of independent interest. We also include a section leading to the $Ω$ -spectrum for QCA over $C^*$ -algebras with unitary circuits.Over an arbitrary commutative ring $R$, we develop a theory of quantum cellular automata. We then use algebraic K-theory to construct a space $\mathbf{Q}(X)$ of quantum cellular automata (QCA) on a given metric space $X$. In most cases of interest, $π_0 \mathbf{Q}(X)$ classifies QCA up to quantum circuits and stabilization. Notably, the QCA spaces are related by homotopy equivalences $\mathbf{Q}(*) \simeq Ω^n \mathbf{Q}(\mathbb{Z}^n)$ for all $n$, which shows that the classification of QCA on Euclidean lattices is given by an $Ω$-spectrum indexed by the dimension $n$. As a corollary, we also obtain a non-connective delooping of the K-theory of Azumaya $R$-algebras, which may be of independent interest. We also include a section leading to the $Ω$-spectrum for QCA over $C^*$-algebras with unitary circuits.

math.ATCross-listedarXiv:2602.16572Feb 19, 2026

Density Classification with Non-Unitary Quantum Cellular Automata

Elisabeth Wagner, Federico Dell’Anna, Ramil Nigmatullin +1 more

The density classification (DC) task, a computation which maps global density information to local density, is studied using one-dimensional non-unitary quantum cellular automata (QCAs). Two approaches are considered: one that preserves the number density and one that performs majority voting. For number-preserving DC, two QCAs are introduced that reach the fixed-point solution in a time scaling quadratically with the system size. One of the QCAs is based on a known classical probabilistic cellular automaton which has been studied in the context of DC. The second is a new quantum model that is designed to demonstrate additional quantum features and is restricted to only two-body interactions. Both can be generated by continuous-time Lindblad dynamics. A third QCA is a hybrid rule defined by both discrete-time and continuous-time three-body interactions that is shown to solve the majority voting problem within a time that scales linearly with the system size.The density classification (DC) task, a computation which maps global density information to local density, is studied using one-dimensional non-unitary quantum cellular automata (QCAs). Two approaches are considered: one that preserves the number density and one that performs majority voting. For number-preserving DC, two QCAs are introduced that reach the fixed-point solution in a time scaling quadratically with the system size. One of the QCAs is based on a known classical probabilistic cellular automaton which has been studied in the context of DC. The second is a new quantum model that is designed to demonstrate additional quantum features and is restricted to only two-body interactions. Both can be generated by continuous-time Lindblad dynamics. A third QCA is a hybrid rule defined by both discrete-time and continuous-time three-body interactions that is shown to solve the majority voting problem within a time that scales linearly with the system size.

arXiv:2404.05461EntropyDec 31, 20242 citations

Quantum Cellular Automata

Karoline Wiesner

Springer eBooksJan 1, 20185 citations

Quantum Cellular Automata

Karoline Wiesner

Springer eBooksNov 2, 20115 citations

Over an arbitrary commutative ring

R

, we develop a theory of quantum cellular automata. We then use algebraic K-theory to construct a space

\mathbf{Q}(X)

of quantum cellular automata (QCA) on a given metric space

X

. In most cases of interest,

π_0 \mathbf{Q}(X)

classifies QCA up to quantum circuits and stabilization. Notably, the QCA spaces are related by homotopy equivalences

\mathbf{Q}(*) \simeq Ω^n \mathbf{Q}(\mathbb{Z}^n)

for all

n

, which shows that the classification of QCA on Euclidean lattices is given by an

Ω

-spectrum indexed by the dimension

n

. As a corollary, we also obtain a non-connective delooping of the K-theory of Azumaya

R

-algebras, which may be of independent interest. We also include a section leading to the

Ω

-spectrum for QCA over

C^*

-algebras with unitary circuits.