Agentic Artificial Intelligence for Multistage Physics Experiments at a Large-Scale User Facility Particle Accelerator

L. R. Dalesio, J. O. Hill, M. Kraimer, S. Lewis, D. Murray, S. Hunt, W. Watson, M. Clausen, and J. Dalesio, The experimental physics and industrial control system architecture: past, present, and future , Nucl. Instrum. Methods Phys. Res. A 352

1994

Earlier work this paper cites.

J. J. D. III, A. R. Stubberud, and I. J. Williams, Schaums Outline of Feedback and Control Systems , 2nd ed. (McGraw-Hill Professional, 1997)

1997

Earlier work this paper cites.

M. G. Minty and F. Zimmermann, Measurement and Control of Charged Particle Beams , Particle Acceleration and Detection (Springer, Berlin, Heidelberg, 2003)

2003

Earlier work this paper cites.

H. Onuki and P. Elleaume, eds., Undulators, wigglers and their applications (2003)

2003

Earlier work this paper cites.

J. Tanabe, Iron Dominated Electromagnets: Design, Fabrication, Assembly and Measurements (SLAC / U.S. Particle Accelerator School, 2005) p. 354, report / monograph

2005

Earlier work this paper cites.

G. Portmann, J. Corbett, and A. Terebilo, An Accelerator control middle layer using Matlab, Conf. Proc. C 0505161

2005

Earlier work this paper cites.

H. Wiedemann, Particle Accelerator Physics , Graduate Texts in Physics (Springer International Publishing, Cham, 2015)

2015

Earlier work this paper cites.

M. Shankar, M. Davidsaver, M. Konrad, and L. Li, The EPICS Archiver Appliance , Proc. 15th Int. Conf. on Accelerator and Large Experimental Physics Control Systems (ICALEPCS 2015), WEPGF030 (2015)

2015

Earlier work this paper cites.

T. Kluyver, B. Ragan-Kelley, F. Pérez, B. Granger, M. Bussonnier, J. Frederic, K. Kelley, J. Hamrick, J. Grout, S. Corlay, P. Ivanov, D. Avila, S. Abdalla, and C. Willing, Jupyter notebooks – a publishing format for reproducible computational workflows, In Positioning and Power in Academic Publishing: Players, Agents and Agendas

2016

Earlier work this paper cites.

O. B. Malyshev, V. Baglin, M. Bender, J. Kamiya, et al. , Vacuum in Particle Accelerators: Modelling, Design and Operation of Beam Vacuum Systems (Wiley-VCH, 2019)

2019

Earlier work this paper cites.

S. J. Russell and P. Norvig, Artificial Intelligence: A Modern Approach (4th Edition) (Pearson, 2020)

2020

Earlier work this paper cites.

H. Damerau, Radio-Frequency (RF) Systems , Tech. Rep. CAS Course: Introduction to Accelerator Physics (CERN Accelerator School, 2021) arXiv:2108.06237 [physics.acc-ph]

Original

2021

Earlier work this paper cites.

B. E. Granger and F. Pérez, Jupyter: Thinking and storytelling with code and data , Comput. Sci. Eng. 23

2021

Earlier work this paper cites.

J. Wei, X. Wang, D. Schuurmans, M. Bosma, B. Ichter, F. Xia, E. Chi, Q. Le, and D. Zhou, Chain-of-thought prompting elicits reasoning in large language models , arXiv:2201.11903 (2022) (2023)

Original

2023

Earlier work this paper cites.

T. Schick, J. Dwivedi-Yu, R. Dessì, R. Raileanu, M. Lomeli, L. Zettlemoyer, N. Cancedda, and T. Scialom, Toolformer: Language models can teach themselves to use tools , arXiv:2302.04761 [cs.CL] (2023) (2023)

Original

2023

Cited alongside, same era.

S. Yao, J. Zhao, D. Yu, N. Du, I. Shafran, K. Narasimhan, and Y. Cao, ReAct: Synergizing reasoning and acting in language models , arXiv:2210.03629 (2022) (2023), arXiv:2210.03629 [cs.CL]

Original

2023

Cited alongside, same era.

Q. Wu, G. Bansal, J. Zhang, Y. Wu, B. Li, E. E. Zhu, L. Jiang, X. Zhang, S. Zhang, J. Liu, A. H. Awadallah, R. W. White, D. Burger, and C. Wang, in CoLM 2024, LLM Agents Workshop at ICLR 2024 (2023)

Original

2023

Cited alongside, same era.

C. Packer, V. Fang, S. Patil, K. Lin, S. Wooders, and J. Gonzalez, arXiv preprint arXiv:2310.08560 (2023) , arXiv:2310.08560 [cs.AI]

Original

2023

Cited alongside, same era.

S. Tan, M. Shih, Y. Lu, S. Choi, Y. Dong, J. H. Lee, I. Yavuz, B. W. Larson, S. Y. Park, T. Kodalle, R. Zhang, M. J. Grotevent, Y. Lin, H. Zhu, V. Bulović, C. M. Sutter-Fella, N. Park, M. C. Beard, J. W. Lee, K. Zhu, and M. G. Bawendi, Spontaneous formation of robust two-dimensional perovskite phases , Science 388

2025

Closest in time.

S. K. Chandy, M. Lopez Luna, N. Z. Rustad, I. N. Zakaria, A. Siebert, S. Devlin, W. Li, M. Blum, and T. Head-Gordon, Ammonia synthesis under ambient conditions: Insights into water–nitrogen–magnetite interfaces , J. Am. Chem. Soc. 147

2025

Closest in time.

C. Y. Ralston, S. Gupta, J. T. Del Mundo, A. C. Soe, B. Russell, B. Rad, J. Tyler, S. Paul, D. N. Kahan, L. G. Kristensen, S. Subramanian, S. Kidd, K. Burnett, B. Sankaran, S. Classen, D. M. Prigozhin, J. R. Taylor, J. M. Dickert, K. B. Royal, A. Rozales, S. L. Ortega, M. Allaire, J. C. Nix, G. L. Hura, J. M. Holton, M. Hammel, and P. D. Adams, Als-enable: creating synergy and opportunity at the advanced light source synchrotron structural biology beamlines , J. Synchrotron Radiat. 32

2025

Closest in time.