Accès ouvert déclaré
2026
preprint
Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision
Thea Klaeboe Aarrestad, Alaa Abdelhamid, Haider Abidi, Jahred Adelman, Jennifer Adelman-McCarthy, Shuchin Aeron, Garvita Agarwal, Usman Ali, Cristiano Alpigiani, Omar Alterkait, Mohamed Aly, Oz Amram, Saeed Ansari Fard, Aram Apyan, John Arrington, Marvin Ascencio-Sosa, Mohammad Atif, Aneesha Avasthi, M. Azam, Bhim Bam, J. Barrow, Rainer Bartoldus, Amit Bashyal, Aashwin Basnet, Ayse Bat, Lothar A. T. Bauerdick, John Beacom, Chris Bee, Michael Begel, Matthew Bellis, Rene Bellwied, R. Beminiwattha, Gabriele Benelli, Douglas Benjamin, Catrin Bernius, Binod Bhandari, Avinay Bhat, Meghna Bhattacharya, Saptaparna Bhattacharya, Prajita Bhattarai, Sudip Bhattarai, Wahid Bhimji, Jianming Bian, Burak Bilki, M. Bishai, Kevin Black, Kenneth Bloom, Brian Bockelman, Johan Sebastian Bonilla Castro, Tulika Bose, N. Bostan, Othmane Bouhali, Dimitri Bourilkov, Dominic Brailsford, Gustaaf Brooijmans, Elizabeth Brost, M. B. Brunetti, Quentin Buat, Brendon Bullard, Jackson Burzynski, Paolo Calafiura, Rodolfo Capdevilla, Fabián Andrés Castaño, R. Castillo Fernández, Fabio Catalano, Viviana Cavaliere, F. Cavanna, Giuseppe Cerati, Aidan Chambers, Maria Chamizo-Llatas, Philip Chang, Andrew Chappell, Arghya Chattopadhyay, Sergei Chekanov, Jian-ping Chen, Yi Chen, Zhengyang Chen, J. Taylor Childers, Hector Chinchay, Yuan-Tang Chou, Tasnuva Chowdhury, Neil Christensen, Wonyong Chung, Rafael Coelho Lopes De Sa, S. Corrodi, Kyle Cranmer, Matteo Cremonesi, Roy Cruz, Mate Csanad, Mariarosaria D'Alfonso, Carlo Dallapiccola, Daine L. Danielson, Sridhara Dasu, Gavin Davies, Kaushik De, Patrick de Perio, Klaus Dehmelt, Marco Del Tutto, Carlos Ruben Dell'Aquila, Sarah Demers, Paolo Desiati, Bhesha Raj Devkota, Sparshita Dey, Ranjan Dharmapalan, Karri Folan Di Petrillo, Markus Diefenthaler, Jeff Dillon, Zelimir Djurcic, Caterina Doglioni, Francois Drielsma, Edmond Dukes, Irene Dutta, Peter Elmer, Johannes Elmsheuser, Victor Daniel Elvira, Harold Evans, Peter Fackeldey, C. Fanelli, Hao Fang, Mattia Fani, Muhammad Ali Farooq, Matthew Feickert, Ian Fisk, Sam Foreman, Alexander Friedland, Nuwan Chaminda G. W., Louis-Guillaume Gagnon, Massimiliano Galli, Abhijith Gandrakota, Sudeshna Ganguly, A. G. Garcia Caffaro, Rob Gardner, Rocky Bala Garg, Lino Gerlach, Aishik Ghosh, Romulus Godang, Julia Gonski, Loukas Gouskos, Richard Gran, Heather Gray, Andrei Gritsan, Gaia Grosso, Craig Group, Jiawei Guo, Shubham Gupta, G. Gurung, Phillip Gutierrez, Oliver Gutsche, Tyler Hague, Joseph Haley, Eva Halkiadakis, Francis Halzen, Michael Hance, Philip Harris, Harry Hausner, Karsten Heeger, Lukas Heinrich, Alexander Held, Matthew Herndon, Ken Herner, Max Herrmann, David Hertzog, Christian Herwig, Aaron Higuera, Alexander Himmel, Timothy Hobbs, Stefan Hoeche, Tova Holmes, Tae Min Hong, Ben Hooberman, Walter Hopkins, Jessica N. Howard, Shih-Chieh Hsu, Fengping Hu, Patrick Huber, Dirk Hufnagel, Daniel Humphreys, Ia Iashvili, Joseph Incandela, J. Isaacson, Wasikul Islam, Kirill Ivanov, Wooyoung Jang, Naomi Jarvis, Brij Kishor Jashal, Pratik Jawahar, Dulitha Jayakodige, Torri Jeske, Sergo Jindariani, Jay Hyun Jo, Bhishm Shankar Joshi, Xiangyang Ju, Andreas Jung, Thomas Junk, Michael Kagan, D. Kalra, Matthias Kaminski, Edward Karavakis, Stefan Katsarov, Stergios Kazakos, Paul King, Michael Kirby, Max Knobbe, Young Ju Ko, Dmitry Kondratyev, Rostislav Konoplich, Charis Koraka, S. Kravitz, Lukas Kretschmann, Brandon Taylor Kriesten, Georgios K Krintiras, Iason Krommydas, Michelle Kuchera, Audrey Kvam, Martin Kwok, Theodota Lagouri, Sabine Lammers, Eric Lancon, Greg Landsberg, David Lange, Kevin Lannon, Joseph Lau, Luca Lavezzo, Benjamin Lawrence-Sanderson, Duc-Truyen Le, Matt LeBlanc, Sung-Won Lee, Trevin Lee, Charles Leggett, Kayla Leonard DeHolton, James Letts, Hao Li, Haoyang Li, Aklima Khanam Lima, Guilherme Lima, Mia Liu, Qibin Liu, Yinrui Liu, Zhen Liu, Shivani Lomte, Guillermo Loustau de Linares, Lu Lu, Pietro Lugato, A. L. Lyon, Yang Ma, Christopher Madrid, Akhtar Mahmood, Kendall Mahn, Devin Mahon, A. Malige, Sudhir Malik, Abhishikth Mallampalli, Yurii Maravin, Ralph Marinaro, Pete Markowitz, Matthew Maroun, Kyla Martinez, Verena Ingrid Martinez Outschoorn, Sanjit Masanam, Mario Masciovecchio, Konstantin Matchev, M. Mazouz, Simone Mazza, Thomas McCauley, Shawn McKee, Karim Mehrabi, Poonam Mehta, Andrew Melo, Mark Messier, Elias Mettner, Christopher Meyer, Jessie Micallef, S. Middleton, David W. Miller, Hamlet Mkrtchyan, Abdollah Mohammadi, Abhinav Mohan, Ajit Mohapatra, Farouk Mokhtar, Peter Monaghan, Claudio Silverio Montanari, Michael Mooney, Casey Morean, Eric Moreno, Alexander Moreno Briceño, Stephen Mrenna, Justin Mueller, Daniel Murnane, Benjamin Nachman, Emilio A. Nanni, Nitish Nayak, M. Nebot-Guinot, Orgho Neogi, Chris Neu, Mark Neubauer, Norbert Neumeister, Harvey Newman, Duong Nguyen, Gavin Niendorf, Paul Nilsson, Scarlet Norberg, Andrzej Novak, S Oh, Isabel Ojalvo, Olaiya Olokunboyo, Yasar Onel, Joseph Osborn, Ianna Osborne, Arantza Oyanguren, Nurcan Ozturk, Paul Padley, Simone Pagan Griso, Pritam Palit, Bishnu Pandey, Vishvas Pandey, Z. Papandreou, Ganesh Parida, Ki Ryeong Park, Ajib Paudel, Manfred Paulini, Christoph Paus, G. Pawloski, Kevin Pedro, Gabriel Perdue, Troels Christian Petersen, Alexey Petrov, Deborah Pinna, Marc-André Pleier, Andrea POCAR, Prafull Purohit, Nived Puthumana Meleppattu, Mateusz Płoskoń, Sitian Qian, Xin Qian, Geting Qin, Aleena Rafique, Srini Rajagopalan, Dylan Rankin, Rebecca Rapp, Salvatore Rappoccio, Rohit Raut, Sagar Regmi, Benedikt Riedel, Andres Rios‐Tascon, Stephen Roche, Jenna Roderick, Rimsky Rojas, Dmitry Romanov, Subhojit Roy, Rita Sadek, Dikshant Sagar, Nihar Ranjan Sahoo, Tai Sakuma, Juan Pablo Salas, Mayly Sanchez, Jay Sandesara, Alexander Savin, Ryan Schmitz, Kate Scholberg, Henry Schreiner, Reinhard Schwienhorst, Gabriella Sciolla, Saba Sehrish, Seon-Hee, Seo, Elizabeth Sexton-Kennedy, Oksana Shadura, Bijaya Sharma, Varun Sharma, Suyog Shrestha, Ryan Simeon, Jack Simoni, Siddharth Singh, Kim Siyeon, Louise Skinnari, Jinseop Song, Simone Sottocornola, Alexandre Sousa, Sairam Sri Vatsavai, Giordon Stark, J. R. Stevens, Tyler Stokes, Nadja Strobbe, Indara Suarez, Manjukrishna Suresh, Andrew Sutton, Holly Szumila-Vance, Vardan Tadevosyan, Anyes Taffard, Buddhiman Tamang, Hirohisa Tanaka, Erdinch Tatar, Abdel Nasser Tawfik, Vikas Teotia, K. Terao, Mitanshu Thakore, Jesse Thaler, Ameya Thete, Inar Timiryasov, Anthony Timmins, Andrew Toler, Dat Tran, Nhan Tran, Patrick Tsang, Ho Fung Tsoi, Vakho Tsulaia, Tuan D. Pham, Christopher Tully, Shengquan Tuo, Richard V. Tyson, Darren Upton, Hilary Utaegbulam, Zoya Vallari, Peter van Gemmeren, Vassil Vassilev, Nikhilesh Venkatasubramanian, Renzo Vizarreta, Emmanouil Vourliotis, Ilija Vukotic, Carl Vuosalo, Liv Våge, Tammy Walton, Linyan Wan, B. Wang, G. Wang, Michael Wang, Yuxuan Wang, Gordon Watts, Yingjie Wei, Derek Weitzel, Shawn Westerdale, Andrew White, Leigh Whitehead, Michael Wilking, Mike Williams, Stephane Willocq, Jeffery Winkler, Frank Winklmeier, Holger Witte, Peter Wittich, Douglas Wright, Yongcheng Wu, Yujun Wu, Wei Xie, Fang Xu, Barbara Yaeggy, Zhen Yan, Liang Yang, Wei Yang, Alejandro Yankelevich, Yiheng Ye, Oguzhan C. YER, Efe Yigitbasi, Shin-Shan Yu, Jon Zarling, Chao Zhang, Licheng Zhang, Larry Zhao, Junjie Zhu, Jure Zupan
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Résumé fourni par la source
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.
Ce résumé expose les affirmations des auteurs. BNTIC ne l’interprète pas comme une validation indépendante des résultats.
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Sujets associés
Particle physics theoretical and experimental studiesInternational Science and DiplomacyScientific Computing and Data Management