Quantum Machine Learning

Call UE del programma Horizon Europe (HORIZON) (HORIZON-JU-EUROHPC-2026-QML-07). Tipo di azione: HORIZON JU Research and Innovation Actions. Stato: aperta. Prossima scadenza: 28/01/2027 (single-stage). Testo ufficiale (in inglese): Scope: Proposals are expected to address multiple key research directions in Quantum Machine Learning (QML), targeting both scientific excellence and industrial relevance. Proposals should clearly outline how to contribute to the development, validation and demonstration of quantum-enhanced AI approaches, with clear pathways towards practical applications. The proposed work should strengthen Europe’s scientific and technological capabilities in quantum computing and accelerate the industrial uptake of quantum-enhanced AI solutions. Activities may include, but are not limited to design and analysis of quantum, quantum-inspired or hybrid QML algorithms, performance modelling, complexity analysis and benchmarking of quantum-enhanced AI methods, development of error-mitigation and noise-aware strategies tailored to QML workloads, Proposals should advance scalable QML algorithms capable of addressing large-scale, computationally intensive problems, this includes approaches that can manage massive data volumes and complex computational tasks, enable faster data processing and improved predictive performance in relevant application domains (e.g. hydrologic research, climate modelling, terrain classification from satellite remote sensing, drug discovery,…