Related papers: Quantum types: going beyond qubits and quantum gates

Quantum types: going beyond qubits and quantum gates

URL: http://arxiv.org/abs/2401.15073v5
Date: Fri, 9 Aug 2024 23:59:56 GMT
Title: Quantum types: going beyond qubits and quantum gates
Authors: Tamás Varga, Yaiza Aragonés-Soria, Manuel Oriol,
Abstract summary: This article outlines the need for higher-level abstractions and proposes some of them in a developer-friendly programming language called Rhyme. The new quantum types are extensions of classical types, including bits, integers, floats, characters, arrays, and strings.
Score: 0.0
License: http://creativecommons.org/licenses/by-nc-nd/4.0/
Abstract: Quantum computing is a growing field with significant potential applications. Learning how to code quantum programs means understanding how qubits work and learning to use quantum gates. This is analogous to creating classical algorithms using logic gates and bits. Even after learning all concepts, it is difficult to create new algorithms, which hinders the acceptance of quantum programming by most developers. This article outlines the need for higher-level abstractions and proposes some of them in a developer-friendly programming language called Rhyme. The new quantum types are extensions of classical types, including bits, integers, floats, characters, arrays, and strings. We show how to use such types with code snippets.

Related papers

Quantum Programming Without the Quantum Physics [0.08158530638728499]
We propose a quantum programming paradigm where all data are familiar classical data. The only non-classical element is a random number generator that can return results with negative probability.
arXiv Detail & Related papers (2024-08-29T03:21:08Z)
Exploring Gamification in Quantum Computing: The Qubit Factory [0.0]
Qubit Factory is an engineering-style puzzle game based on a gamified quantum circuit simulator. It introduces an intuitive visual language for representing quantum states, gates and circuits. Each task requires the user to construct and run an appropriate classical/quantum circuit built from a small selection of components.
arXiv Detail & Related papers (2024-06-17T18:08:53Z)
Quantum Information Processing with Molecular Nanomagnets: an introduction [49.89725935672549]
We provide an introduction to Quantum Information Processing, focusing on a promising setup for its implementation. We introduce the basic tools to understand and design quantum algorithms, always referring to their actual realization on a molecular spin architecture. We present some examples of quantum algorithms proposed and implemented on a molecular spin qudit hardware.
arXiv Detail & Related papers (2024-05-31T16:43:20Z)
Qwerty: A Basis-Oriented Quantum Programming Language [0.4999814847776098]
We present Qwerty, a new quantum programming language that allows programmers to manipulate qubits more expressively than gates. Qwerty is a powerful framework for high-level quantum-classical computation.
arXiv Detail & Related papers (2024-04-19T03:13:43Z)
Quantum algorithms: A survey of applications and end-to-end complexities [90.05272647148196]
The anticipated applications of quantum computers span across science and industry. We present a survey of several potential application areas of quantum algorithms. We outline the challenges and opportunities in each area in an "end-to-end" fashion.
arXiv Detail & Related papers (2023-10-04T17:53:55Z)
Quantivine: A Visualization Approach for Large-scale Quantum Circuit Representation and Analysis [31.203764035373677]
We develop Quantivine, an interactive system for exploring and understanding quantum circuits. A series of novel circuit visualizations are designed to uncover contextual details such as qubit provenance, parallelism, and entanglement. The effectiveness of Quantivine is demonstrated through two usage scenarios of quantum circuits with up to 100 qubits.
arXiv Detail & Related papers (2023-07-18T04:51:28Z)
GAPs for Shallow Implementation of Quantum Finite Automata [0.0]
Quantum fingerprinting maps a word of length N to a state of O(log N) qubits. Quantum fingerprinting is useful in quantum algorithms, communication, and cryptography. computing quantum fingerprint using all available qubits of the current quantum computers is infeasible.
arXiv Detail & Related papers (2023-04-25T14:39:45Z)
Q-Map: Quantum Circuit Implementation of Boolean Functions [0.0]
Development of quantum techniques and algorithms is essential to exploit the full power of quantum computers. We propose a simple visual technique (we call Q-Map) for quantum realisation of classical logic circuits.
arXiv Detail & Related papers (2023-02-28T20:47:31Z)
Quantum Machine Learning: from physics to software engineering [58.720142291102135]
We show how classical machine learning approach can help improve the facilities of quantum computers. We discuss how quantum algorithms and quantum computers may be useful for solving classical machine learning tasks.
arXiv Detail & Related papers (2023-01-04T23:37:45Z)
Quantum Compiling by Deep Reinforcement Learning [30.189226681406392]
The architecture of circuital quantum computers requires layers devoted to compiling high-level quantum algorithms into lower-level circuits of quantum gates. The general problem of quantum compiling is to approximate any unitary transformation that describes the quantum computation, as a sequence of elements selected from a finite base of universal quantum gates. We exploit the deep reinforcement learning method as an alternative strategy, which has a significantly different trade-off between search time and exploitation time.
arXiv Detail & Related papers (2021-05-31T15:32:15Z)
Quantum walk processes in quantum devices [55.41644538483948]
We study how to represent quantum walk on a graph as a quantum circuit. Our approach paves way for the efficient implementation of quantum walks algorithms on quantum computers.
arXiv Detail & Related papers (2020-12-28T18:04:16Z)

This list is automatically generated from the titles and abstracts of the papers in this site.