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most citedMLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases

40 citations · 106 across the 21 of their papers we have counts for

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quant-ph2026

Qlippy: A Retrieval-Augmented GenAI Assistant for Reproducible Quantum Workflows and Experiment Tracking

Mahee Gamage, Vlad Stirbu

Quantum software development is iterative and error-prone. Noisy hardware and repeated re-execution make experiment tracking, provenance, and reproducibility essential, yet these p…

quant-ph2026

Toward Standardized Quantum Provenance: A Cross-Provider Analysis, Unified API, and Reference Prototype

Jouni Peltonen, Vlad Stirbu, Tommi Mikkonen +1

Quantum software development requires provenance describing programs, compilation, execution, hardware characterization, results, and software environments, but providers expose th…

quant-ph2026

Catching Transpilation Drift with a CI/CD Workflow in Quantum Software Development

Jouni Peltonen, Otso Kinanen, Vlad Stirbu

Quantum software workflows rely on compiler and provider toolchains that evolve independently of application source code. Consequently, an unchanged quantum circuit may transpile i…

quant-ph2026

Observing the Quantum Compiler through Automatic Experiment Tracking for Qiskit

Vlad Stirbu, Arianne Meijer van de Griend

Understanding the effectiveness of quantum compilation techniques requires visibility into the entire transpilation process, not just the final circuit metrics. This demonstration…

quant-ph2026

Systematic Experiment Tracking in Quantum Software: A Case Study of Reservoir Computing with Error Mitigation

Otso Kinanen, Valter Uotila, Vlad Stirbu

Quantum computers are more widely available than ever, making the field more accessible and widespread. Practitioners are coming from a wide range of domains, conducting experiment…

quant-ph2025

Toolchain for Faster Iterations in Quantum Software Development

Otso Kinanen, Andrés D. Muñoz-Moller, Vlad Stirbu +1

Quantum computing proposes a revolutionary paradigm that can radically transform numerous scientific and industrial application domains. To realize this promise, these new capabili…