5 papers
Automatic De-Quantization of Quantum Programs Using Constant Propagation
Lian Remme, Alexander Weinert, Andre Waschk +2
Quantum computing promises to solve problems beyond the reach of classical computers, but today's quantum hardware is error-prone and much slower than classical hardware. Every qua…
Practical HPCQC Integration with QDMI: A Real-Hardware Case Study with IQM Systems
Lukas Burgholzer, Marcel Walter, Patrick Hopf +7
Quantum computers are moving into HPC centers, and the main challenge is now integration rather than pure hardware access. Many current software paths still depend on vendor-specif…
The MQT Compiler Collection: A Blueprint for a Future-Proof Quantum-Classical Compilation Framework
Lukas Burgholzer, Daniel Haag, Yannick Stade +3
As the capabilities of quantum computing hardware continue to rise, algorithms that exploit them are becoming increasingly complex. These developments increase the need for sophist…
Standardizing Access to Heterogeneous Quantum Backends: A Case Study on Cloud Service Integration with QDMI
Patrick Hopf, Sebastian Stern, Robert Wille +1
With an increasingly diverse portfolio of quantum backends, the adoption of standardized interfaces has become a key prerequisite for scalable access and interoperability within qu…
Validating Large-Scale Quantum Machine Learning: Efficient Simulation of Quantum Support Vector Machines Using Tensor Networks
Kuan-Cheng Chen, Tai-Yue Li, Yun-Yuan Wang +6
We present an efficient tensor-network-based approach for simulating large-scale quantum circuits, demonstrated using Quantum Support Vector Machines (QSVMs). Our method effectivel…