Andrea Ceschini | Ricerc@Sapienza

Publications

Title	Published on	Year
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
Convergenza e generalizzazione nelle reti neurali quantistiche	Memorie ET2024	2024
Modelli generativi quantistici	Memorie ET2024	2024
Il quantum computing per la tomografia elettromagnetica	Memorie ET2024	2024
A review on quantum approximate optimization algorithm and its variants	PHYSICS REPORTS	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
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
A layerwise-multi-angle approach to fine-tuning the quantum approximate optimization algorithm	Proceedings of the International Joint Conference on Neural Networks	2024
Quantum latent diffusion models	QUANTUM MACHINE INTELLIGENCE	2024
Evolving hybrid quantum-classical GRU architectures for multivariate time series	IEEE International Workshop on Machine Learning for Signal Processing, MLSP	2024
Q-SCALE: Quantum computing-based sensor calibration for advanced learning and efficiency	Proceedings IEEE Quantum Week 2024, IEEE International Conference on Quantum Computing and Engineering (QCE 2024)	2024
Analysis of logic schemes for the optical implementation of pointwise operations in gated recurrent unit cells	Sensors and Microsystems	2023
Modular quantum circuits for secure communication	IET QUANTUM COMMUNICATION	2023
Resource saving via ensemble techniques for quantum neural networks	QUANTUM MACHINE INTELLIGENCE	2023