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2020 – today
- 2025
[j6]Simone Bordoni
, Stefano Giagu:
Correction: Convolutional neural network based decoders for surface codes. Quantum Inf. Process. 24(1): 17 (2025)- [i6]Donatella Genovese, Alessandro Sgroi, Alessio Devoto, Samuel Valentine, Lennox Wood, Cristiano Sebastiani, Stefano Giagu, Monica D'Onofrio, Simone Scardapane:
Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection. CoRR abs/2501.03432 (2025) - [i5]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, Ik Siong Heng, Paula Gina Isar, Karolos Potamianos, Liliana Teodorescu, John Veitch, Pietro Vischia, Christoph Weniger:
Strategic White Paper on AI Infrastructure for Particle, Nuclear, and Astroparticle Physics: Insights from JENA and EuCAIF. CoRR abs/2503.14192 (2025) - 2024
- [c3]Greta Grillo, Tommaso Torda, Cecilia Voena, Andrea Ciardiello, Stefano Giagu:
Integrating ChatGPT-4: A Novel XAI Interface for Enhanced Clinician Understanding of MRI Image Segmentation Results. CBMS 2024: 320-325 - [i4]Tommaso Torda, Andrea Ciardiello, Simona Gargiulo, Greta Grillo, Simone Scardapane, Cecilia Voena, Stefano Giagu:
Influence based explainability of brain tumors segmentation in multimodal Magnetic Resonance Imaging. CoRR abs/2405.12222 (2024) - [i3]Alessio Verdone, Alessio Devoto, Cristiano Sebastiani, Joseph Carmignani, Monica D'Onofrio, Stefano Giagu, Simone Scardapane, Massimo Panella:
Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques. CoRR abs/2407.14859 (2024) - [i2]Lorenzo Colantonio, Andrea Cacioppo, Federico Scarpati, Stefano Giagu:
Efficient Graph Coloring with Neural Networks: A Physics-Inspired Approach for Large Graphs. CoRR abs/2408.01503 (2024) - 2023
- [j5]Lorenzo Arsini, Barbara Caccia, Andrea Ciardiello, Stefano Giagu, Carlo Mancini Terracciano:
Nearest Neighbours Graph Variational AutoEncoder. Algorithms 16(3): 143 (2023) - [j4]Leandro Maglianella, Lorenzo Nicoletti, Stefano Giagu, Christian Napoli, Simone Scardapane:
Convergent Approaches to AI Explainability for HEP Muonic Particles Pattern Recognition. Comput. Softw. Big Sci. 7(1) (2023) - [j3]Alessandro Baiocchi, Stefano Giagu, Christian Napoli, M. Serra, Pietro Nardelli, M. Valleriani:
Artificial neural networks exploiting point cloud data for fragmented solid objects classification. Mach. Learn. Sci. Technol. 4(4): 45025 (2023) - [j2]Andrea Coccaro, Francesco Armando Di Bello, Stefano Giagu, Lucrezia Rambelli, Nicola Stocchetti:
Fast neural network inference on FPGAs for triggering on long-lived particles at colliders. Mach. Learn. Sci. Technol. 4(4): 45040 (2023) - [j1]Simone Bordoni, Stefano Giagu:
Convolutional neural network based decoders for surface codes. Quantum Inf. Process. 22(3): 151 (2023) - [c2]Tommaso Torda, Simona Gargiulo, Greta Grillo, Andrea Ciardiello, Cecilia Voena, Stefano Giagu, Simone Scardapane:
Tracin in Semantic Segmentation of Tumor Brains in MRI, an Extended Approach (SHORT PAPER). HC@AIxIA 2023: 31-40 - [c1]Simone Bordoni, Andrea Papaluca, Piergiorgio Buttarini, Alejandro Sopena, Stefano Carrazza, Stefano Giagu:
Quantum circuit noise simulation with reinforcement learning (Short Paper). AIQxQIA@AI*IA 2023 - [i1]Andrea Coccaro, Francesco Armando Di Bello, Stefano Giagu, Lucrezia Rambelli, Nicola Stocchetti:
Fast Neural Network Inference on FPGAs for Triggering on Long-Lived Particles at Colliders. CoRR abs/2307.05152 (2023)
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