2026-10-13T04:44:55Z https://drops.dagstuhl.de/oai

oai:drops-oai.dagstuhl.de:25672 2026-06-23T10:30:05Z ddc:004 open_access

LAMINA: An MLIR-Based Translation Library for Heterogeneous Quantum-Classical Compilation De Pascale, Marco Hernández Vera, Mario Echavarria, Jorge Nufail Farooqi, Muhammad Schulz, Martin Schulz, Laura HPCQC MLIR Quantum Computing Heterogeneous Computing Quantum computing is increasingly integrated into High-Performance Computing (HPC) environments, where quantum processors act as specialized accelerators within hybrid workflows. The Munich Quantum Software Stack (MQSS) - a unified compilation and runtime framework for hybrid quantum–classical computing - provides the foundation for this integration. However, the growing heterogeneity of applications demands more flexible compilation tools. This work introduces an MultiLevel Intermediate Representation (MLIR)-based translation library that extends MQSS by enabling the conversion of CUDA-Quantum (CUDA-Q) (quake) dialects into machine learning–oriented MLIR representations compatible with modern compiler ecosystems. Leveraging MLIR’s dialect-driven design, the library enables hardware-agnostic transformations, device-specific optimizations, and seamless integration with MQSS components. The proposed approach bridges quantum compilation and contemporary machine learning frameworks, facilitating GPU-accelerated circuit simulation, hybrid quantum–classical workflows, and heterogeneous execution, thereby advancing a unified compiler infrastructure for quantum computing. Schloss Dagstuhl – Leibniz-Zentrum für Informatik Marco De Pascale and Mario Hernández Vera and Jorge Echavarria and Muhammad Nufail Farooqi and Martin Schulz and Laura Schulz 2026 Is Part Of OASIcs, Volume 141, 17th Workshop on Parallel Programming and Run-Time Management Techniques for Many-Core Architectures and 15th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms (PARMA-DITAM 2026) InProceedings Text doc-type:ResearchArticle publishedVersion application/pdf doi:10.4230/OASIcs.PARMA-DITAM.2026.5 urn:nbn:de:0030-drops-256720 https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.PARMA-DITAM.2026.5 eng https://creativecommons.org/licenses/by/4.0/legalcode