Tracin in Semantic Segmentation of Tumor Brains in MRI, an Extended Approach (SHORT PAPER). - Tommaso Torda; Simona Gargiulo; Greta Grillo; Andrea Ciardiello; Cecilia Voena; Stefano Giagu; Simone Scardapane (HC@AIxIA, 2023)

Quantum circuit noise simulation with reinforcement learning (Short Paper). - Simone Bordoni; Andrea Papaluca; Piergiorgio Buttarini; Alejandro Sopena; Stefano Carrazza; Stefano Giagu (AIQxQIA@AI*IA, 2023)

Nearest Neighbours Graph Variational AutoEncoder. - Lorenzo Arsini; Barbara Caccia; Andrea Ciardiello; Stefano Giagu; Carlo Mancini Terracciano (Algorithms, 2023)

Convolutional neural network based decoders for surface codes. - Simone Bordoni; Stefano Giagu (Quantum Inf. Process., 2023)

Convergent Approaches to AI Explainability for HEP Muonic Particles Pattern Recognition. - Leandro Maglianella; Lorenzo Nicoletti; Stefano Giagu; Christian Napoli 001; Simone Scardapane (Comput. Softw. Big Sci., 2023)

Artificial neural networks exploiting point cloud data for fragmented solid objects classification. - Alessandro Baiocchi; Stefano Giagu; Christian Napoli 001; M. Serra; Pietro Nardelli; M. Valleriani (Mach. Learn. Sci. Technol., 2023)

Fast neural network inference on FPGAs for triggering on long-lived particles at colliders. - Andrea Coccaro; Francesco Armando Di Bello; Stefano Giagu; Lucrezia Rambelli; Nicola Stocchetti (Mach. Learn. Sci. Technol., 2023)

Integrating ChatGPT-4: A Novel XAI Interface for Enhanced Clinician Understanding of MRI Image Segmentation Results. - Greta Grillo; Tommaso Torda; Cecilia Voena; Andrea Ciardiello; Stefano Giagu (CBMS, 2024)

Influence based explainability of brain tumors segmentation in multimodal Magnetic Resonance Imaging. - Tommaso Torda; Andrea Ciardiello; Simona Gargiulo; Greta Grillo; Simone Scardapane; Cecilia Voena; Stefano Giagu (CoRR, 2024)

Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques. - Alessio Verdone; Alessio Devoto; Cristiano Sebastiani; Joseph Carmignani; Monica D'Onofrio; Stefano Giagu; Simone Scardapane; Massimo Panella (CoRR, 2024)

Efficient Graph Coloring with Neural Networks: A Physics-Inspired Approach for Large Graphs. - Lorenzo Colantonio; Andrea Cacioppo; Federico Scarpati; Stefano Giagu (CoRR, 2024)

A Fast Progressive U-Net For MRI Denoising In The K-space. - Lorenzo Di Luccio; Renato Giamba; Adriano Puglisi; Stefano Giagu (ICYRIME, 2025)

Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection. - Donatella Genovese; Alessandro Sgroi; Alessio Devoto; Samuel Valentine; Lennox Wood; Cristiano Sebastiani; Stefano Giagu; Monica D'Onofrio; Simone Scardapane (CoRR, 2025)

Correction: Convolutional neural network based decoders for surface codes. - Simone Bordoni; Stefano Giagu (Quantum Inf. Process., 2025)

Strategic White Paper on AI Infrastructure for Particle, Nuclear, and Astroparticle Physics: Insights from JENA and EuCAIF. - Sascha Caron; Andreas Ipp; Gert Aarts; Gábor Bíró; Daniele Bonacorsi; Elena Cuoco; Caterina Doglioni; Tommaso Dorigo; Julián García Pardiñas; Stefano Giagu; Tobias Golling; Lukas Heinrich; et al. (CoRR, 2025)