Collection
AIQxQIA 2023: AI for Quantum and Quantum for AI
The convergence of quantum computing and artificial intelligence (AI) has opened new
possibilities where both fields mutually benefit from each other’s advancements and may
open a vast and promising landscape for research. In particular, Quantum for Artificial
Intelligence focuses on leveraging quantum computing techniques to enhance AI applications.
Quantum machine learning, algorithms, and neural networks utilize the properties of
quantum systems to tackle complex computational problems. Quantum data analysis,
optimization, and pattern recognition offer promising avenues for unlocking the potential of
quantum data processing in AI. On the other hand, Artificial Intelligence for Quantum explores
the use of AI techniques to advance quantum research. AI-driven algorithms may help in
quantum circuit compilation, quantum error correction, state reconstruction, and gate
synthesis, thereby improving the reliability and efficiency of quantum computations.
The present issue is mainly dedicated to the collection of the extended version of the best
original results presented at the international Workshop on AI for Quantum and Quantum for
AI (AIQxQIA 2023), organized as a satellite event of the 22nd International Conference of the
Italian Association for Artificial Intelligence (AIxIA 2023), on November, 7, 2023.
Topics include, but are not limited to:
Quantum machine learning algorithms
• Quantum data analysis and pattern recognition
• Quantum neural networks
• Quantum optimization algorithms
• Quantum natural language processing
• Quantum generative models
• Quantum reinforcement learning
• Quantum algorithm design for AI
• AI techniques for quantum error correction
• AI techniques for the compilation of quantum circuits
• Quantum simulation with AI
• Quantum control optimization using AI
Editors
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Miguel Ángel González
University of Oviedo, Spain
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Angelo Oddi
Institute of Cognitive Sciences and Technologies, Italy
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Riccardo Rasconi
Institute of Cognitive Sciences and Technologies, Italy
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Ramiro Varela
University Oviedo, Spain
