Publications

A Hybrid Quantum-Classical Approach Using D-Wave and SLSQP for Double Wishbone Suspension System Optimization

Arshad, Muhammad Waqas, Stefano Lodi, and David Q. Liu. 2025 IEEE Conference on Artificial Intelligence (CAI), May 2025, 16–19. https://doi.org/10.1109/CAI64502.2025.00009.

Quantum Computing in the Automotive Industry: Survey, Challenges, and Perspectives

Arshad, Muhammad Waqas, and Stefano Lodi. The Journal of Supercomputing 81, no. 10 (2025): 1093. https://doi.org/10.1007/s11227-025-07573-4.

An Efficient Quantum Algorithm for Ensemble Classification Using Bagging

Macaluso, Antonio, Luca Clissa, Stefano Lodi, and Claudio Sartori. IET Quantum Communication 5, no. 3 (2024): 253–68. https://doi.org/10.1049/qtc2.12087.

Hybrid Quantum Technologies for Quantum Support Vector Machines

Orazi, Filippo, Simone Gasperini, Stefano Lodi, and Claudio Sartori. Information 15, no. 2 (2024): 2. https://doi.org/10.3390/info15020072.

MAQA: A Quantum Framework for Supervised Learning

Macaluso, Antonio, Matthias Klusch, Stefano Lodi, and Claudio Sartori. Quantum Information Processing 22, no. 3 (2023): 159. https://doi.org/10.1007/s11128-023-03901-w.

A Variational Algorithm for Quantum Single Layer Perceptron

Macaluso, Antonio, Filippo Orazi, Matthias Klusch, Stefano Lodi, and Claudio Sartori. In Machine Learning, Optimization, and Data Science, edited by Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, et al. Lecture Notes in Computer Science. Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-25891-6_26.

Enabling non-linear quantum operations through variational quantum splines

Inajetovic, Matteo Antonio, Filippo Orazi, Antonio Macaluso, Stefano Lodi, and Claudio Sartori. In Computational Science – ICCS 2023, edited by Jiří Mikyška, Clélia de Mulatier, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, and Peter M. A. Sloot. Lecture Notes in Computer Science. Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-36030-5_14.

Variational Algorithm for Quantum Neural Networks

Macaluso, Antonio, Luca Clissa, Stefano Lodi, and Claudio Sartori. In Computational Science – ICCS 2020, edited by Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael H. Lees, et al. Lecture Notes in Computer Science. Springer International Publishing, 2020. https://doi.org/10.1007/978-3-030-50433-5_45.