| Title: |
Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision |
| Authors: |
Aarrestad, Thea Klaeboe; Abdelhamid, Alaa; Abidi, Haider; Adelman, Jahred; Adelman-McCarthy, Jennifer; Aeron, Shuchin; Agarwal, Garvita; Ali, Usman; Alpigiani, Cristiano; Alterkait, Omar; Aly, Mohamed; Amram, Oz; Fard, Saeed Ansari; Apyan, Aram; Arrington, John; Ascencio-Sosa, Marvin; Atif, Mohammad; Avasthi, Aneesha; Azam, Muhammad Bilal; Bam, Bhim; Barrow, Joshua; Bartoldus, Rainer; Bashyal, Amit; Basnet, Aashwin; Bat, Ayse; Bauerdick, Lothar A. T.; Beacom, John; Bee, Chris; Begel, Michael; Bellis, Matthew; Bellwied, Rene; Beminiwattha, Rakitha; Benelli, Gabriele; Benjamin, Douglas; Bernius, Catrin; Bhandari, Binod; Bhat, Avinay; Bhattacharya, Meghna; Bhattacharya, Saptaparna; Bhattarai, Prajita; Bhattarai, Sudip; Bhimji, Wahid; Bian, Jianming; Bilki, Burak; Bishai, Mary; Black, Kevin; Bloom, Kenneth; Bockelman, Brian; Castro, Johan Sebastian Bonilla; Bose, Tulika; Bostan, Nilay; Bouhali, Othmane; Bourilkov, Dimitri; Brailsford, Dominic; Brooijmans, Gustaaf; Brost, Elizabeth; Brunetti, Maria Brigida; Buat, Quentin; Bullard, Brendon; Burzynski, Jackson; Calafiura, Paolo; Capdevilla, Rodolfo; Usuga, Fabian Andres Castaño; Fernandez, Raquel Castillo; Catalano, Fabio; Cavaliere, Viviana; Cavanna, Flavio; Cerati, Giuseppe; Chambers, Aidan; Chamizo-Llatas, Maria; Chang, Philip; Chappell, Andrew; Chattopadhyay, Arghya; Chekanov, Sergei; Chen, Jian-ping; Chen, Yi; Chen, Zhengyang; Childers, J. Taylor; Chinchay, Hector; Chou, Yuan-Tang; Chowdhury, Tasnuva; Christensen, Neil; Chung, Wonyong; de Sa, Rafael Coelho Lopes; Corrodi, Simon; Cranmer, Kyle; Cremonesi, Matteo; Cruz, Roy; Csanad, Mate; D'Alfonso, Mariarosaria; Dallapiccola, Carlo; Danielson, Daine; Dasu, Sridhara; Davies, Gavin; De, Kaushik; de Perio, Patrick; Dehmelt, Klaus; Del Tutto, Marco; Dell'Aquila, Carlos Ruben; Demers, Sarah; Desiati, Paolo; Devkota, Bhesha; Dey, Sparshita; Dharmapalan, Ranjan; Di Petrillo, Karri Folan; Diefenthaler, Markus; Dillon, Jeff; Djurcic, Zelimir; Doglioni, Caterina; Drielsma, Francois; Dukes, Edmond; Dutta, Irene; Elmer, Peter; Elmsheuser, Johannes; Elvira, Victor Daniel; Evans, Harold; Fackeldey, Peter; Fanelli, Cristiano; Fang, Hao; Fani, Mattia; Farooq, Muhammad; Feickert, Matthew; Fisk, Ian; Foreman, Sam; Friedland, Alexander; W., Nuwan Chaminda G.; Gagnon, Louis-Guillaume; Galli, Massimiliano; Gandrakota, Abhijith; Ganguly, Sudeshna; Caffaro, Arianna Garcia; Gardner, Rob; Garg, Rocky Bala; Gerlach, Lino; Ghosh, Aishik; Godang, Romulus; Gonski, Julia; Gouskos, Loukas; Gran, Richard; Gray, Heather; Gritsan, Andrei; Grosso, Gaia; Group, Craig; Guo, Jiawei; Gupta, Shubham; Gurung, Gajendra; Gutierrez, Phillip; Gutsche, Oliver; Hague, Tyler; Haley, Joseph; Halkiadakis, Eva; Halzen, Francis; Hance, Michael; Harris, Philip; Hausner, Harry; Heeger, Karsten; Heinrich, Lukas; Held, Alexander; Herndon, Matthew; Herner, Ken; Herrmann, Max; Hertzog, David; Herwig, Christian; Higuera, Aaron; Himmel, Alexander; Hobbs, Timothy; Hoeche, Stefan; Holmes, Tova; Hong, Tae Min; Hooberman, Ben; Hopkins, Walter; Howard, Jessica N.; Hsu, Shih-Chieh; Hu, Fengping; Huber, Patrick; Hufnagel, Dirk; Humphreys, Daniel; Iashvili, Ia; Incandela, Joseph; Isaacson, Josh; Islam, Wasikul; Ivanov, Kirill; Jang, Wooyoung; Jarvis, Naomi; Jashal, Brij Kishor; Jawahar, Pratik; Jayakodige, Dulitha; Jeske, Torri; Jindariani, Sergo; Jo, Jay Hyun; Joshi, Bhishm Shankar; Ju, Xiangyang; Jung, Andreas; Junk, Thomas; Kagan, Michael; Kalra, Daisy; Kaminski, Matthias; Karavakis, Edward; Katsarov, Stefan; Kazakos, Stergios; King, Paul; Kirby, Michael; Knobbe, Max; Ko, Young Ju; Kondratyev, Dmitry; Konoplich, Rostislav; Koraka, Charis; Kravitz, Scott; Kretschmann, Lukas; Kriesten, Brandon; Krintiras, Georgios K; Krommydas, Iason; Kuchera, Michelle; Kvam, Audrey; Kwok, Martin; Lagouri, Theodota; Lammers, Sabine; Lancon, Eric; Landsberg, Greg; Lange, David; Lannon, Kevin; Lau, Joseph; Lavezzo, Luca; Lawrence-Sanderson, Benjamin; Le, Duc-Truyen; LeBlanc, Matt; Lee, Sung-Won; Lee, Trevin; Leggett, Charles; DeHolton, Kayla Leonard; Letts, James; Li, Hao; Li, Haoyang; Lima, Aklima Khanam; Lima, Guilherme; Liu, Mia; Liu, Qibin; Liu, Yinrui; Liu, Zhen; Lomte, Shivani; de Linares, Guillermo Loustau; Lu, Lu; Lugato, Pietro; Lyon, Adam; Ma, Yang; Madrid, Christopher; Mahmood, Akhtar; Mahn, Kendall; Mahon, Devin; Malige, Akshay; Malik, Sudhir; Mallampalli, Abhishikth; Maravin, Yurii; Marinaro III, Ralph; Markowitz, Pete; Maroun, Matthew; Martinez, Kyla; Outschoorn, Verena Ingrid Martinez; Masanam, Sanjit; Masciovecchio, Mario; Matchev, Konstantin; Mazouz, Malek; Mazza, Simone; McCauley, Thomas; McKee, Shawn; Mehrabi, Karim; Mehta, Poonam; Melo, Andrew; Messier, Mark; Mettner, Elias; Meyer, Christopher; Micallef, Jessie; Middleton, Sophie; Miller, David W.; Mkrtchyan, Hamlet; Mohammadi, Abdollah; Mohan, Abhinav; Mohapatra, Ajit; Mokhtar, Farouk; Monaghan, Peter; Montanari, Claudio Silverio; Mooney, Michael; Morean, Casey; Moreno, Eric; Briceño, Alexander Moreno; Mrenna, Stephen; Mueller, Justin; Murnane, Daniel; Nachman, Benjamin; Nanni, Emilio; Nayak, Nitish; Nebot-Guinot, Miquel; Neogi, Orgho; Neu, Chris; Neubauer, Mark; Neumeister, Norbert; Newman, Harvey; Nguyen, Duong; Niendorf, Gavin; Nilsson, Paul; Norberg, Scarlet; Novak, Andrzej; Oh, Sungbin; Ojalvo, Isabel; Olokunboyo, Olaiya; Onel, Yasar; Osborn, Joseph; Osborne, Ianna; Oyanguren, Arantza; Ozturk, Nurcan; Padley, Paul; Griso, Simone Pagan; Palit, Pritam; Pandey, Bishnu; Pandey, Vishvas; Papandreou, Zisis; Parida, Ganesh; Park, Ki Ryeong; Paudel, Ajib; Paulini, Manfred; Paus, Christoph; Pawloski, Gregory; Pedro, Kevin; Perdue, Gabriel; Petersen, Troels Christian; Petrov, Alexey; Pinna, Deborah; Pleier, Marc-André; Pocar, Andrea; Purohit, Prafull; Meleppattu, Nived Puthumana; Płoskoń, Mateusz; Qian, Sitian; Qian, Xin; Qin, Geting; Rafique, Aleena; Rajagopalan, Srini; Rankin, Dylan; Rapp, Rebecca; Rappoccio, Salvatore; Raut, Rohit; Regmi, Sagar; Riedel, Benedikt; Rios-Tascon, Andres; Roche, Stephen; Roderick, Jenna; Rojas, Rimsky; Romanov, Dmitry; Roy, Subhojit; Sadek, Rita; Sagar, Dikshant; Sahoo, Nihar Ranjan; Sakuma, Tai; Salas, Juan Pablo; Sanchez, Mayly; Sandesara, Jay; Savin, Alexander; Schmitz, Ryan; Scholberg, Kate; Schreiner, Henry; Schwienhorst, Reinhard; Sciolla, Gabriella; Sehrish, Saba; Seon-Hee; Seo; Sexton-Kennedy, Elizabeth; Shadura, Oksana; Sharma, Bijaya; Sharma, Varun; Shrestha, Suyog; Simeon, Ryan; Simoni, Jack; Singh, Siddharth; Siyeon, Kim; Skinnari, Louise; Song, Jinseop; Sottocornola, Simone; Sousa, Alexandre; Vatsavai, Sairam Sri; Stark, Giordon; Stevens, Justin; Stokes, Tyler; Strobbe, Nadja; Suarez, Indara; Suresh, Manjukrishna; Sutton, Andrew; Szumila-Vance, Holly; Tadevosyan, Vardan; Taffard, Anyes; Tamang, Buddhiman; Tanaka, Hirohisa; Tatar, Erdinch; Tawfik, Abdel Nasser; Teotia, Vikas; Terao, Kazuhiro; Thakore, Mitanshu; Thaler, Jesse; Thete, Ameya; Timiryasov, Inar; Timmins, Anthony; Toler, Andrew; Tran, Dat; Tran, Nhan; Tsang, Patrick; Tsoi, Ho Fung; Tsulaia, Vakho; Tuan, Pham; Tully, Christopher; Tuo, Shengquan; Tyson, Richard; Upton, Darren; Utaegbulam, Hilary; Vallari, Zoya; van Gemmeren, Peter; Vassilev, Vassil; Venkatasubramanian, Nikhilesh; Vizarreta, Renzo; Vourliotis, Emmanouil; Vukotic, Ilija; Vuosalo, Carl; Våge, Liv; Walton, Tammy; Wan, Linyan; Wang, Biao; Wang, Gensheng; Wang, Michael; Wang, Yuxuan; Watts, Gordon; Wei, Yingjie; Weitzel, Derek; Westerdale, Shawn; White, Andrew; Whitehead, Leigh; Wilking, Michael; Williams, Mike; Willocq, Stephane; Winkler, Jeffery; Winklmeier, Frank; Witte, Holger; Wittich, Peter; Wright, Douglas; Wu, Yongcheng; Wu, Yujun; Xie, Wei; Xu, Fang; Yaeggy, Barbara; Yan, Zhen; Yang, Liang; Yang, Wei; Yankelevich, Alejandro; Ye, Yiheng; Yer, Oguzhan; Yigitbasi, Efe; Yu, Shin-Shan; Zarling, Jon; Zhang, Chao; Zhang, Licheng; Zhao, Larry; Zhu, Junjie; Zupan, Jure |
| Publication Year: |
2026 |
| Collection: |
ArXiv.org (Cornell University Library) |
| Subject Terms: |
High Energy Physics - Experiment |
| Description: |
Experimental particle physics seeks to understand the universe by probing its fundamental particles and forces and exploring how they govern the large-scale processes that shape cosmic evolution. This whitepaper presents a vision for how Artificial Intelligence (AI) can accelerate discovery in this field. We outline grand challenges that must be addressed to enable transformative breakthroughs and describe how current and planned experimental facilities can implement this vision to advance our understanding of the vast and complex physical world from the smallest to the largest scales. We show how facilities currently under construction, such as the HL-LHC, DUNE and soon EIC, can both benefit from and serve as proving grounds for this vision, while also enabling a longer-term goal for how future experiments -- like FCC-ee at CERN, IceCube-Gen2, a Muon Collider in the U.S., and smaller to mid-scale projects -- can be fully AI-native. We describe how a truly national-scale collaboration, jointly managed across large funding partners, and involving both DOE laboratories and universities, can make this happen. |
| Document Type: |
text |
| Language: |
unknown |
| Relation: |
http://arxiv.org/abs/2602.17582 |
| Availability: |
http://arxiv.org/abs/2602.17582 |
| Accession Number: |
edsbas.B36A5D9F |
| Database: |
BASE |