Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision
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arXiv
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2026
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| author | 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 |
| author_facet | 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 |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2602_17582 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision 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 High Energy Physics - Experiment 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. |
| title | Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision |
| topic | High Energy Physics - Experiment |
| url | https://arxiv.org/abs/2602.17582 |