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Pubblicazioni

Titolo Pubblicato in Anno
New advancements on Quantum Latent Diffusion Models Proceedings of International Conference on Quantum Technology for High-Energy Physics (QT4HEP 2025) 2025
On hybrid quanvolutional neural networks optimization QUANTUM MACHINE INTELLIGENCE 2025
A review of solar and wind energy forecasting: From single-site to multi-site paradigm APPLIED ENERGY 2025
Data imputation methods for intermittent renewable energy sources: Implications for energy system modeling ENERGY CONVERSION AND MANAGEMENT 2025
A study on quantum graph neural networks applied to molecular physics PHYSICA SCRIPTA 2025
Convergenza e generalizzazione nelle reti neurali quantistiche Memorie ET2024 2024
Modelli generativi quantistici Memorie ET2024 2024
Reti neurali applicate all’elaborazione di segnali biomedici per l’analisi comportamentale Memorie ET2024 2024
Il quantum computing per la tomografia elettromagnetica Memorie ET2024 2024
Integrazione del calcolo iperdimensionale nei circuiti digitali e nelle reti neurali Memorie ET2024 2024
Reti neurali e neurofuzzy per la classificazione di serie temporali energetiche Memorie ET2024 2024
Temporal Graph Neural Networks and Explainability for Future Energy Scenarios Memorie ET2024 2024
Quantum hybrid diffusion models for image synthesis KI - KÜNSTLICHE INTELLIGENZ 2024
A variational approach to quantum gated recurrent units JOURNAL OF PHYSICS COMMUNICATIONS 2024
A neural network symbolic approach to structural health monitoring in aerospace applications Proceedings of 2024 IEEE Congress on Evolutionary Computation (IEEE CEC 2024) 2024
Quantum Generative Modeling via Straightforward State Preparation Proceedings of Quantum Techniques in Machine Learning (QTML 2024) 2024
Enhancing QAOA Ansatz via Multi-Parameterized Layer and Blockwise Optimization Proceedings of Quantum Techniques in Machine Learning (QTML 2024) 2024
Quantum Enhanced Knowledge Distillation Proceedings of Quantum Techniques in Machine Learning (QTML 2024) 2024
Advancing Quantum Machine Learning: Efficient Hybrid Quantum Computation Meeting Centro Nazionale di Ricerca in HPC, Big Data and Quantum Computing (ICSC) 2024
Machine learning forecast of surface solar irradiance from meteo satellite data REMOTE SENSING OF ENVIRONMENT 2024

Progetti di Ricerca

Laboratori di ricerca

Laboratorio di Intelligenza Computazionale e Sistemi Pervasivi

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