| A literature review of Artificial Intelligence applications in railway systems R Tang, L De Donato, N Besinović, F Flammini, RMP Goverde, Z Lin, ... Transportation Research Part C: Emerging Technologies 140, 103679, 2022 | 193 | 2022 |
| Artificial Intelligence in Railway Transport: Taxonomy, Regulations, and Applications N Bešinović, L De Donato, F Flammini, RMP Goverde, Z Lin, R Liu, ... IEEE Transactions on Intelligent Transportation Systems 23 (9), 14011-14024, 2021 | 94 | 2021 |
| A Survey on Audio-Video based Defect Detection through Deep Learning in Railway Maintenance L De Donato, F Flammini, S Marrone, C Mazzariello, R Nardone, ... IEEE Access, 2022 | 26 | 2022 |
| A Vision of Intelligent Train Control F Flammini, L De Donato, A Fantechi, V Vittorini International Conference on Reliability, Safety, and Security of Railway …, 2022 | 26 | 2022 |
| Towards AI-assisted digital twins for smart railways: preliminary guideline and reference architecture L De Donato, R Dirnfeld, A Somma, A De Benedictis, F Flammini, ... Journal of Reliable Intelligent Environments, 1-15, 2023 | 24 | 2023 |
| Railway digital twins and artificial intelligence: challenges and design guidelines R Dirnfeld, L De Donato, F Flammini, MS Azari, V Vittorini European Dependable Computing Conference, 102-113, 2022 | 10 | 2022 |
| Intelligent detection of warning bells at level crossings through deep transfer learning for smarter railway maintenance L De Donato, S Marrone, F Flammini, C Sansone, V Vittorini, R Nardone, ... Engineering Applications of Artificial Intelligence 123, 106405, 2023 | 9 | 2023 |
| Artificial intelligence in railways: current applications, challenges, and ongoing research L De Donato, R Tang, N Bes̆inović, F Flammini, RMP Goverde, Z Lin, ... Handbook on Artificial Intelligence and Transport, 249-283, 2023 | | 2023 |
