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The MQT Compiler Collection: A Blueprint for a Future-Proof Quantum-Classical Compilation Framework

arXiv Quantum Physics
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⚡ Quantum Brief
Researchers from the Munich Quantum Toolkit team introduced a new quantum-classical compilation framework in April 2026, addressing limitations in existing quantum-first approaches that struggle with classical elements like control flow. The framework, built on MLIR (Multi-Level Intermediate Representation), shifts to a classical-first approach to better handle complex quantum algorithms, error correction, and HPC integration. It supports the full compilation pipeline—from high-level algorithms to hardware-specific instructions—enabling advanced optimizations beyond basic gate cancellation. The open-source design aims to future-proof quantum compilation by unifying quantum and classical workflows, a critical need as quantum hardware capabilities grow. Publicly available, the blueprint targets developers and researchers needing scalable, flexible tools for next-generation quantum-classical hybrid systems.
The MQT Compiler Collection: A Blueprint for a Future-Proof Quantum-Classical Compilation Framework

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Quantum Physics arXiv:2604.08674 (quant-ph) [Submitted on 9 Apr 2026] Title:The MQT Compiler Collection: A Blueprint for a Future-Proof Quantum-Classical Compilation Framework Authors:Lukas Burgholzer, Daniel Haag, Yannick Stade, Damian Rovara, Patrick Hopf, Robert Wille View a PDF of the paper titled The MQT Compiler Collection: A Blueprint for a Future-Proof Quantum-Classical Compilation Framework, by Lukas Burgholzer and 5 other authors View PDF Abstract:As the capabilities of quantum computing hardware continue to rise, algorithms that exploit them are becoming increasingly complex. These developments increase the need for sophisticated compilation frameworks that translate high-level algorithms into executable code. In the past, most solutions were built with a quantum-first approach and handled mostly pure quantum programs without classical elements such as structured control flow. However, developments in quantum algorithms, error correction, and optimization, as well as the integration into high-performance computing (HPC) environments, depend on such classical elements. As quantum-first approaches increasingly struggle to handle these concepts, classical-first approaches are becoming a promising alternative. In this work, we present the MQT Compiler Collection, a blueprint for a future-proof quantum-classical compilation framework built on the Multi-Level Intermediate Representation (MLIR). After years of experience with the quantum-first approach and its shortcomings, we propose a framework that embraces core MLIR concepts to support the full compilation pipeline from high-level algorithms to hardware-specific instructions. The proposed architecture is designed from the ground up to support complex optimizations beyond, e.g., simple gate cancellation. It is publicly available at this https URL. Comments: Subjects: Quantum Physics (quant-ph) Cite as: arXiv:2604.08674 [quant-ph] (or arXiv:2604.08674v1 [quant-ph] for this version) https://doi.org/10.48550/arXiv.2604.08674 Focus to learn more arXiv-issued DOI via DataCite (pending registration) Submission history From: Daniel Haag [view email] [v1] Thu, 9 Apr 2026 18:05:10 UTC (1,672 KB) Full-text links: Access Paper: View a PDF of the paper titled The MQT Compiler Collection: A Blueprint for a Future-Proof Quantum-Classical Compilation Framework, by Lukas Burgholzer and 5 other authorsView PDFTeX Source view license Current browse context: quant-ph new | recent | 2026-04 References & Citations INSPIRE HEP NASA ADSGoogle Scholar Semantic Scholar export BibTeX citation Loading... BibTeX formatted citation × loading... Data provided by: Bookmark Bibliographic Tools Bibliographic and Citation Tools Bibliographic Explorer Toggle Bibliographic Explorer (What is the Explorer?) Connected Papers Toggle Connected Papers (What is Connected Papers?) Litmaps Toggle Litmaps (What is Litmaps?) scite.ai Toggle scite Smart Citations (What are Smart Citations?) Code, Data, Media Code, Data and Media Associated with this Article alphaXiv Toggle alphaXiv (What is alphaXiv?) Links to Code Toggle CatalyzeX Code Finder for Papers (What is CatalyzeX?) DagsHub Toggle DagsHub (What is DagsHub?) GotitPub Toggle Gotit.pub (What is GotitPub?) Huggingface Toggle Hugging Face (What is Huggingface?) ScienceCast Toggle ScienceCast (What is ScienceCast?) Demos Demos Replicate Toggle Replicate (What is Replicate?) Spaces Toggle Hugging Face Spaces (What is Spaces?) Spaces Toggle TXYZ.AI (What is TXYZ.AI?) Related Papers Recommenders and Search Tools Link to Influence Flower Influence Flower (What are Influence Flowers?) Core recommender toggle CORE Recommender (What is CORE?) Author Venue Institution Topic About arXivLabs arXivLabs: experimental projects with community collaborators arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. Which authors of this paper are endorsers? | Disable MathJax (What is MathJax?)

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Source: arXiv Quantum Physics