Jaume Alexandre Sole Gomez

Biography

I am pursuing a PhD at the Image Processing Group, UPC, under the supervision of Javier Ruiz-Hidalgo. Interested in topics related to graph neural networks and self-supervised learrning. Previously, Research Fellow at Istituto Italiano di Tecnologia, Research Assistant at Vicomtech, and Research Assistant at TU Delft.

I obtained my MSc in Telecommunications Engineering (2020) and a BSc in Telecommunications Technologies and Services Engineering (2018) at Universitat Politècnica de Catalunya. During my studies, I did stays at Télécom ParisTech and TU Delft.

Journal Articles top

2025
A. Solé, Mosella-Montoro, A., Cardona, J., Gómez-Coca, S., Aravena, D., Ruiz, E., and Ruiz-Hidalgo, J., “A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation”, Digital Discovery, 2025. (10.39 MB)
J. Cardona, Solé, A., Mella, P., Aravena, D., Ruiz-Hidalgo, J., Gómez-Coca, S., and Ruiz, E., “Exploring Hyperfine Coupling in Molecular Qubits”, Chemical Science, 2025. (8.11 MB)

Conference Papers top

2025
J. Lo Anguera, Lázaro, J. A., Ruiz-Hidalgo, J., Solé, A., Casas, J., Sarmiento, S., and Lerín, A., “Quantum Machine Learning for Intrusion Detection in Software-Defined Networks”, in 1st Intl. Workshop on Quantum Computing and Artificial Intelligence (QC+AI 2025) , Philadelphia, 2025. (851.1 KB)
J. Lo Anguera, Ruiz-Hidalgo, J., Solé, A., Casas, J., Lázaro, J. Antonio, Sarmiento, S., and Lerín, A., “Leveraging Quantum Machine Learning for Intrusion Detection in Software-Defined Networks”, in IEEE International Conference on Machine Learning for Communication and Networking, Barcelona, 2025. (1.41 MB)