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This article presents a novel algorithmic methodology for performing automated diagrammatic deductions over combinatorial structures, using a combination of modified equational theorem-proving techniques and the extended Wolfram model…

计算机科学中的逻辑 · 计算机科学 2021-03-31 Jonathan Gorard , Manojna Namuduri , Xerxes D. Arsiwalla

We introduce an intuitive algorithmic methodology for enacting automated rewriting of string diagrams within a general double-pushout (DPO) framework, in which the sequence of rewrites is chosen in accordance with the causal structure of…

计算机科学中的逻辑 · 计算机科学 2021-05-11 Jonathan Gorard , Manojna Namuduri , Xerxes D. Arsiwalla

The ZX-calculus is an algebraic formalism that allows quantum computations to be simplified via a small number of simple graphical rewrite rules. Recently, it was shown that, when combined with a family of "sum-over-Cliffords" techniques,…

量子物理 · 物理学 2025-08-21 Matthew Sutcliffe , Aleks Kissinger

In 2008 Coecke and Duncan proposed the graphical ZX-calculus rewrite system which came to formalize reasoning with quantum circuits, measurements and quantum states. The ZX-calculus is sound for qubit quantum mechanics. Hence, equality of…

量子物理 · 物理学 2023-01-18 J Biamonte , A Nasrallah

Systematic discovery of optimization paths in quantum circuit simplification remains a challenge. Today, ZX-calculus, a computing model for quantum circuit transformation, is attracting attention for its highly abstract graph-based…

编程语言 · 计算机科学 2025-11-20 Kayo Tei , Haruto Mishina , Naoki Yamamoto , Kazunori Ueda

The ZX-calculus is a powerful framework for reasoning in quantum computing. It provides in particular a compact representation of matrices of interests. A peculiar property of the ZX-calculus is the absence of a formal sum allowing the…

量子物理 · 物理学 2024-08-07 Emmanuel Jeandel , Simon Perdrix , Margarita Veshchezerova

The ZX-calculus is a graphical language for reasoning about quantum computation that has recently seen an increased usage in a variety of areas such as quantum circuit optimisation, surface codes and lattice surgery, measurement-based…

量子物理 · 物理学 2020-12-29 John van de Wetering

The ZX-calculus is a graphical language for suitably represented tensor networks, called ZX-diagrams. Calculations are performed by transforming ZX-diagrams with rewrite rules. The ZX-calculus has found applications in reasoning about…

计算复杂性 · 计算机科学 2022-06-22 Alex Townsend-Teague , Konstantinos Meichanetzidis

The ZX-Calculus is a graphical language for quantum mechanics. An axiomatisation has recently been proven to be complete for an approximatively universal fragment of quantum mechanics, the so-called Clifford+T fragment. We focus here on the…

量子物理 · 物理学 2018-02-26 Emmanuel Jeandel , Simon Perdrix , Renaud Vilmart

Quantum computing is an emerging computational paradigm with the potential to outperform classical computers in solving a variety of problems. To achieve this, quantum programs are typically represented as quantum circuits, which must be…

量子物理 · 物理学 2025-11-18 Valter Uotila , Cong Yu , Bo Zhao

We introduce the Scalable ZX-calculus (SZX-calculus for short), a formal and compact graphical language for the design and verification of quantum computations. The SZX-calculus is an extension of the ZX-calculus, a powerful framework that…

量子物理 · 物理学 2020-07-31 Titouan Carette , Dominic Horsman , Simon Perdrix

We show how representations of finite-dimensional quantum operators can be constructed using nondeterministic rewriting systems. In particular, we investigate Wolfram model multiway rewriting systems based on string substitutions. Multiway…

量子物理 · 物理学 2025-12-24 Furkan Semih Dündar , Xerxes D. Arsiwalla , Hatem Elshatlawy

We introduce the first complete and approximatively universal diagrammatic language for quantum mechanics. We make the ZX-Calculus, a diagrammatic language introduced by Coecke and Duncan, complete for the so-called Clifford+T quantum…

量子物理 · 物理学 2018-02-26 Emmanuel Jeandel , Simon Perdrix , Renaud Vilmart

The stabilizer ZX-calculus is a rigorous graphical language for reasoning about quantum mechanics. The language is sound and complete: one can transform a stabilizer ZX-diagram into another one using the graphical rewrite rules if and only…

量子物理 · 物理学 2023-06-22 Miriam Backens , Simon Perdrix , Quanlong Wang

Diagrammatic techniques for reasoning about monoidal categories provide an intuitive understanding of the symmetries and connections of interacting computational processes. In the context of categorical quantum mechanics, Coecke and…

计算机科学中的逻辑 · 计算机科学 2015-01-29 Amar Hadzihasanovic

How do spaces emerge from pregeometric discrete building blocks governed by computational rules? To address this, we investigate non-deterministic rewriting systems (multiway systems) of the Wolfram model. We express these rewriting systems…

范畴论 · 数学 2021-11-23 Xerxes D. Arsiwalla , Jonathan Gorard

Diagrammatic representations of quantum algorithms and circuits offer novel approaches to their design and analysis. In this work, we describe extensions of the ZX-calculus especially suitable for parameterized quantum circuits, in…

量子物理 · 物理学 2023-11-16 Tobias Stollenwerk , Stuart Hadfield

We present a completely new approach to quantum circuit optimisation, based on the ZX-calculus. We first interpret quantum circuits as ZX-diagrams, which provide a flexible, lower-level language for describing quantum computations…

量子物理 · 物理学 2020-07-01 Ross Duncan , Aleks Kissinger , Simon Perdrix , John van de Wetering

The ZH-calculus is a complete graphical calculus for linear maps between qubits that admits a straightforward encoding of hypergraph states and circuits arising from the Toffoli+Hadamard gate set. In this paper, we establish a…

量子物理 · 物理学 2021-09-07 Louis Lemonnier , John van de Wetering , Aleks Kissinger

Categorical Quantum Mechanics, and graphical calculi in particular, has proven to be an intuitive and powerful way to reason about quantum computing. This work continues the exploration of graphical calculi, inside and outside of the…

量子物理 · 物理学 2020-10-09 Hector Miller-Bakewell
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