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arXiv · 2610.28505

Blueprint for an AI-Enabled Particle Theory Community

George T. Fleming·Daniel C. Hackett·James Halverson·T. J. Hobbs·Stefan Hoeche·Brandon Kriesten·Konstantin T. Matchev·Tony Menzo·Stephen Mrenna·Benjamin Nachman·Prasanth Shyamsundar·David Shih·Jesse Thaler·Jure Zupan·Prateek Agrawal·Jonathan Bagger·Yang Bai·Brian Batell·Sean Benevedes·Vedran Brdar·Matthew R. Buckley·Christopher Carone·Mu-Chun Chen·Kun Cheng·So Chigusa·R. Sekhar Chivukula·Neil Christensen·Timothy Cohen·Jonathan M. Cornell·Antonio Delgado·Radovan Dermisek·Jeff A. Dror·Anatoly Dymarsky·Jonathan L. Feng·Terrance Figy·Alexander Friedland·Dorival Goncalves·Craig Group·Tao Han·Mark Hertzberg·Samuel Homiller·Matheus Hostert·Philip Ilten·Zhong-Bo Kang·Can Kilic·Doojin Kim·William H. Kinney·Simon Knapen·Kyoungchul Kong·Graham Kribs·Shirley Li·Huey-Wen Lin·Zhen Liu·Ian Low·Pedro Machado·Kendall Mahn·Alexander Maloney·Liam McAllister·Djordje Minic·Bernhard Mistlberger·Sebastian Mizera·Moritz Münchmeyer·Ethan Neil·Nobuchika Okada·Sofia Palacios Schweitzer·Ian Pang·Andreas Papaefstathiou·Alexey Petrov·David Poland·Xiaolin Qi·Michael Ratz·Laura Reina·Thomas Rizzo·Nicholas Rodd·Alessandro Russo·Philip Schuster·Phiala Shanahan·Elizabeth H. Simmons·George Siopsis·Dejan Stojkovic·Shufang Su·Tim M. P. Tait·Lian-Tao Wang·Zhengkang Zhang
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Abstract

Rapid advances in the capabilities and reach of artificial intelligence (AI) are changing research in particle physics. In this new era, AI is an innovative tool for theoretical physicists, while the interaction of AI and particle theory is itself a developing field. We argue that particle theory requires a community-scale effort to realize its full potential. We show how particle theory occupies a unique position in the AI for physics landscape, and describe the complementarity of AI and theory developments. We conclude with a series of recommendations on how to build an AI-enabled theory community for the Genesis Mission.

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George T. Fleming, Daniel C. Hackett, James Halverson, T. J. Hobbs, Stefan Hoeche, Brandon Kriesten, Konstantin T. Matchev, Tony Menzo, Stephen Mrenna, Benjamin Nachman, Prasanth Shyamsundar, David Shih, Jesse Thaler, Jure Zupan, Prateek Agrawal, Jonathan Bagger, Yang Bai, Brian Batell, Sean Benevedes, Vedran Brdar, Matthew R. Buckley, Christopher Carone, Mu-Chun Chen, Kun Cheng, So Chigusa, R. Sekhar Chivukula, Neil Christensen, Timothy Cohen, Jonathan M. Cornell, Antonio Delgado, Radovan Dermisek, Jeff A. Dror, Anatoly Dymarsky, Jonathan L. Feng, Terrance Figy, Alexander Friedland, Dorival Goncalves, Craig Group, Tao Han, Mark Hertzberg, Samuel Homiller, Matheus Hostert, Philip Ilten, Zhong-Bo Kang, Can Kilic, Doojin Kim, William H. Kinney, Simon Knapen, Kyoungchul Kong, Graham Kribs, Shirley Li, Huey-Wen Lin, Zhen Liu, Ian Low, Pedro Machado, Kendall Mahn, Alexander Maloney, Liam McAllister, Djordje Minic, Bernhard Mistlberger, Sebastian Mizera, Moritz Münchmeyer, Ethan Neil, Nobuchika Okada, Sofia Palacios Schweitzer, Ian Pang, Andreas Papaefstathiou, Alexey Petrov, David Poland, Xiaolin Qi, Michael Ratz, Laura Reina, Thomas Rizzo, Nicholas Rodd, Alessandro Russo, Philip Schuster, Phiala Shanahan, Elizabeth H. Simmons, George Siopsis, Dejan Stojkovic, Shufang Su, Tim M. P. Tait, Lian-Tao Wang, Zhengkang Zhang. 2026-10-20. Blueprint for an AI-Enabled Particle Theory Community. https://arxiv.org/abs/2610.28505

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