Outputs of a modeling code show improvement due to AI/ML

Publications & Presentations

 

Advanced Light Source Accelerator Physics Program

Publications

T. Hellert, T. Ford, S.C. Leemann, H. Nishimura, M. Venturini, and A. Pollastro. “Overview of machine learning based beam size control during user operation at the Advanced Light Source,” 15th International Particle Accelerator Conference, Nashville, TN, US, May 19-24, 2024, https://www.jacow.org/ipac2024/pdf/TUPS63.pdf

T. Hellert, S. Borra, M. Dach, B. Flugstad, T. Ford, S.C. Leemann, H. Nishimura, S. Omolayo, G. Portmann, T. Scarvie, C. Steier, C. Sun, M. Venturini, E. Wallén, J. Weber, and F. Sannibale. “Status of the Advanced Light Source,” 15th International Particle Accelerator Conference, Nashville, TN, US, May 19-24, 2024, https://www.jacow.org/ipac2024/pdf/TUPG37.pdf

F. Sannibale and T. Hellert. “Dispersion orbit detection by orbit harmonic analysis and potential applications,” 15th International Particle Accelerator Conference, Nashville, TN, US, May 19-24, 2024, https://indico.jacow.org/event/63/contributions/3438/contribution.pdf

 

Advanced Modeling Program

Publications

N. Zaïm, A. Sainte-Marie, L. Fedeli, P. Bartoli, A. Huebl, A. Leblanc, J.-L. Vay, and H. Vincenti. “Light-matter interaction near the Schwinger limit using tightly focused Doppler-boosted lasers,” ​​Phys. Rev. Lett. 132, 175002 (2024), https://doi.org/10.1103/PhysRevLett.132.175002

L. Curfman McInnes et al., incl. A. Huebl. “A cast of thousands: How the IDEAS Productivity project has advanced software productivity and sustainability,” IEEE Computing in Science & Engineering, 2024, https://doi.org/10.1109/MCSE.2024.3383799

H. Anzt, A. Huebl, and X. S. Li. “Then and Now: Improving Software Portability, Productivity, and 100× Performance,” IEEE Computing in Science & Engineering, 2024, https://doi.org/10.1109/MCSE.2024.3387302

 

BELLA Center

Presentations

C. Benedetti. “Physics considerations for laser-plasma linear colliders,” ALEGRO Workshop, Lisbon, Portugal, March 19, 2024.

C. B. Schroeder. “Promise and challenges for plasma-based accelerators for science applications,” APS Meeting, April 2024.

 

Fusion Science & Ion Beam Technology Program

Publications

K. Jhuria, V. Ivanov, D. Polley, Y. Zhiyenbayev, W. Liu, A. Persaud, W. Redjem, W. Qarony, P. Parajuli, Q. Ji, A. J. Gonsalves, J. Bokor, L. Z. Tan, B. Kanté, and T. Schenkel.“Programmable quantum emitter formation in silicon,” Nat. Commun.15, 4497 (2024). https://doi.org/10.1038/s41467-024-48714-2