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ORCIDCristiano Fanelli
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2020 – today
- 2024
[j4]C. Allaire, R. Ammendola, E.-C. Aschenauer, M. Balandat, Marco Battaglieri
, J. C. Bernauer, M. Bondì, N. Branson, T. Britton, Anja Butter, I. Chahrour, P. Chatagnon, Evaristo Cisbani, E. W. Cline, S. Dash, C. T. Dean, W. Deconinck, A. Deshpande, Markus Diefenthaler, R. Ent, Cristiano Fanelli, M. Finger, E. Fol, S. Furletov, Y. Gao, James Giroux, N. C. Gunawardhana Waduge, O. Hassan, P. L. Hegde, Roger José Hernández-Pinto, Astrid N. Hiller Blin, Tanja Horn, J. Huang, A. Jalotra, D. Jayakodige, B. Joo, M. Junaid, N. Kalantarians, Piyush Karande, B. Kriesten, R. Kunnawalkam Elayavalli, Y. Li, M. Lin, Frank Liu, S. Liuti, G. Matousek, Matthew McEneaney, Diana McSpadden, T. Menzo, T. Miceli, Vinicius Mikuni, R. Montgomery, Benjamin Nachman, R. R. Nair, J. Niestroy, S. A. Ochoa Oregon, J. Oleniacz, J. D. Osborn, C. Paudel, C. Pecar, C. Peng, Gabriel N. Perdue, W. Phelps, Martin L. Purschke, H. Rajendran, K. Rajput, Y. Ren, David Francisco Rentería-Estrada, D. Richford, B. J. Roy, D. Roy, A. Saini, Nobuo Sato, T. Satogata, German Sborlini, Malachi Schram, David Shih, J. Singh, R. Singh, Andrzej Siódmok, J. Stevens, P. Stone, L. Suarez, K. Suresh, Abdel Nasser Tawfik, Fernando Torales Acosta, N. Tran, R. Trotta, F. J. Twagirayezu, R. Tyson, S. Volkova, Anselm Vossen, Eric Walter, Daniel Whiteson, Michael Williams, S. Wu, N. Zachariou, P. Zurita:
Artificial Intelligence for the Electron Ion Collider (AI4EIC). Comput. Softw. Big Sci. 8(1): 5 (2024)- [j3]Cristiano Fanelli, James Giroux:
ELUQuant: event-level uncertainty quantification in deep inelastic scattering. Mach. Learn. Sci. Technol. 5(1): 15017 (2024) - [i16]Karthik Suresh, Neeltje Kackar, Luke Schleck, Cristiano Fanelli:
Towards a RAG-based Summarization Agent for the Electron-Ion Collider. CoRR abs/2403.15729 (2024) - [i15]Cristiano Fanelli, James Giroux, Patrick Moran, Hemalata Nayak, Karthik Suresh, Eric Walter:
Physics Event Classification Using Large Language Models. CoRR abs/2404.05752 (2024) - [i14]Markus Diefenthaler, Cristiano Fanelli, L. O. Gerlach, Wen Guan, Tanja Horn, A. Jentsch, M. Lin, K. Nagai, Hemalata Nayak, C. Pecar, Karthik Suresh, Anselm Vossen, T. Wang, Torre J. Wenaus:
AI-Assisted Detector Design for the EIC (AID(2)E). CoRR abs/2405.16279 (2024) - [i13]Cristiano Fanelli, James Giroux, Justin Stevens:
Deep(er) Reconstruction of Imaging Cherenkov Detectors with Swin Transformers and Normalizing Flow Models. CoRR abs/2407.07376 (2024) - [i12]James Giroux, Ariyarathne Gangani, Alexander C. Nwala, Cristiano Fanelli:
Unmasking Social Bots: How Confident Are We? CoRR abs/2407.13929 (2024) - [i11]James Giroux, Cristiano Fanelli:
Uncertainty Quantification with Bayesian Higher Order ReLU KANs. CoRR abs/2410.01687 (2024) - 2023
- [i10]C. Allaire, R. Ammendola, E.-C. Aschenauer, M. Balandat, Marco Battaglieri, J. C. Bernauer, M. Bondì, N. Branson, Thomas Britton, Anja Butter, I. Chahrour, P. Chatagnon, Evaristo Cisbani, E. W. Cline, S. Dash, C. T. Dean, W. Deconinck, A. Deshpande, Markus Diefenthaler, R. Ent, Cristiano Fanelli, M. Finger, M. Finger Jr., E. Fol, S. Furletov, Yuan Gao, James Giroux, N. C. Gunawardhana Waduge, R. Harish, O. Hassan, P. L. Hegde, Roger José Hernández-Pinto, Astrid N. Hiller Blin, Tanja Horn, J. Huang, D. Jayakodige, B. Joo, M. Junaid, Piyush Karande, B. Kriesten, R. Kunnawalkam Elayavalli, M. Lin, Frank Liu, S. Liuti, G. Matousek, Matthew McEneaney, Diana McSpadden, T. Menzo, T. Miceli, Vinicius Mikuni, R. Montgomery, Benjamin Nachman, R. R. Nair, J. Niestroy, S. A. Ochoa Oregon, J. Oleniacz, J. D. Osborn, C. Paudel, C. Pecar, C. Peng, Gabriel N. Perdue, W. Phelps, Martin L. Purschke, K. Rajput, Y. Ren, David Francisco Rentería-Estrada, D. Richford, B. J. Roy, D. Roy, Nobuo Sato, T. Satogata, German Sborlini, Malachi Schram, David Shih, J. Singh, R. Singh, Andrzej Siódmok, P. Stone, J. Stevens, L. Suarez, K. Suresh, Abdel Nasser Tawfik, Fernando Torales Acosta, N. Tran, R. Trotta, F. J. Twagirayezu, R. Tyson, S. Volkova, Anselm Vossen, Eric Walter, Daniel Whiteson, Michael Williams, S. Wu, N. Zachariou, P. Zurita:
Artificial Intelligence for the Electron Ion Collider (AI4EIC). CoRR abs/2307.08593 (2023) - [i9]Cristiano Fanelli, James Giroux:
ELUQuant: Event-Level Uncertainty Quantification in Deep Inelastic Scattering. CoRR abs/2310.02913 (2023) - 2022
- [j2]Cristiano Fanelli, James Giroux, Z. Papandreou:
'Flux+Mutability': a conditional generative approach to one-class classification and anomaly detection. Mach. Learn. Sci. Technol. 3(4): 45012 (2022) - [i8]Cristiano Fanelli:
Design of Detectors at the Electron Ion Collider with Artificial Intelligence. CoRR abs/2203.04530 (2022) - [i7]Cristiano Fanelli, James Giroux, Z. Papandreou:
"Flux+Mutability": A Conditional Generative Approach to One-Class Classification and Anomaly Detection. CoRR abs/2204.08609 (2022) - [i6]Cristiano Fanelli, A. Mahmood:
Artificial Intelligence for Imaging Cherenkov Detectors at the EIC. CoRR abs/2204.08645 (2022) - [i5]Cristiano Fanelli, Z. Papandreou, K. Suresh, J. K. Adkins, Y. Akiba, A. Albataineh, M. Amaryan, I. C. Arsene, C. Ayerbe Gayoso, J. Bae, X. Bai, M. D. Baker, M. Bashkanov, R. Bellwied, F. Benmokhtar, Vladimir Berdnikov, J. C. Bernauer, F. Bock, W. Boeglin, M. Borysova, E. Brash, P. Brindza, W. J. Briscoe, M. Brooks, S. Bueltmann, M. H. S. Bukhari, A. Bylinkin, Richard Capobianco, W.-C. Chang, Y. Cheon, K. Chen, K.-F. Chen, K.-Y. Cheng, M. Chiu, T. Chujo, Z. Citron, E. Cline, E. Cohen, T. Cormier, Yasser Corrales Morales, C. Cotton, J. Crafts, C. Crawford, S. Creekmore, C. Cuevas, J. Cunningham, G. David, C. T. Dean, Marcellinus Demarteau, Stefan Diehl, N. Doshita, R. Dupre, J. M. Durham, R. Dzhygadlo, R. Ehlers, L. El Fassi, A. Emmert, R. Ent, R. Fatemi, S. Fegan, M. Finger, M. Finger Jr., J. Frantz, M. Friedman, I. Friscic, et al.:
AI-assisted Optimization of the ECCE Tracking System at the Electron Ion Collider. CoRR abs/2205.09185 (2022) - 2021
- [i4]Amber Boehnlein, Markus Diefenthaler, Cristiano Fanelli, Morten Hjorth-Jensen, Tanja Horn, Michelle P. Kuchera, Dean Lee, Witold Nazarewicz, Kostas Orginos, Peter Ostroumov, Long-Gang Pang, Alan Poon, Nobuo Sato, Malachi Schram, Alexander Scheinker, Michael S. Smith, Xin-Nian Wang, Veronique Ziegler:
Artificial Intelligence and Machine Learning in Nuclear Physics. CoRR abs/2112.02309 (2021) - 2020
- [j1]Cristiano Fanelli, Jary Pomponi:
DeepRICH: learning deeply Cherenkov detectors. Mach. Learn. Sci. Technol. 1(1): 15010 (2020) - [i3]Cristiano Fanelli:
Machine Learning for Imaging Cherenkov Detectors. CoRR abs/2006.05543 (2020)
2010 – 2019
- 2019
- [i2]Evaristo Cisbani, Alessio Del Dotto, Cristiano Fanelli, Michael Williams, M. Alfred, Fernando Barbosa, Luca Barion, Vladimir Berdnikov, William Brooks, Tongtong Cao, Marco Contalbrigo, Samuel Danagoulian, A. Datta, Marcellinus Demarteau, A. Denisov, Markus Diefenthaler, A. Durum, D. Fields, Yulia Furletova, Colin Gleason, Matthias Grosse Perdekamp, Mohammad Hattawy, Xu-Gang He, Hubert van Hecke, Douglas Higinbotham, Tanja Horn, Charles Hyde, Yordanka Ilieva, Grzegorz Kalicy, A. Kebede, B. Kim, Ming Liu, J. McKisson, Rodrigo Mendez, Pawel Nadel-Turonski, Ian Pegg, Dmitry Romanov, Murad Sarsour, C. L. da Silva, J. Stevens, Xu Sun, S. Syed, Rusty Towell, Junqi Xie, Zhiwen Zhao, Benedikt Zihlmann, Carl Zorn:
AI-optimized detector design for the future Electron-Ion Collider: the dual-radiator RICH case. CoRR abs/1911.05797 (2019) - [i1]Cristiano Fanelli, Jary Pomponi:
DeepRICH: Learning Deeply Cherenkov Detectors. CoRR abs/1911.11717 (2019)
Coauthor Index
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