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1–6 Jun 2025
Taipei International Convention Center (TICC)
Asia/Taipei timezone

Integrating community codes for accelerator design and optimization

THPS053
5 Jun 2025, 15:30
2h
Exhibiton Hall A _Salmon (TWTC)

Exhibiton Hall A _Salmon

TWTC

Poster Presentation MC6.T33 Online Modelling and Software Tools Thursday Poster Session

Speaker

Nathan Cook (RadiaSoft (United States))

Description

Advances in fidelity and performance of accelerator modeling tools, in tandem with novel machine learning capabilities, has prompted community initiatives aiming to realize “virtual test stands” that can serve as true analogues to physical machines. Such efforts require integrated, end-to-end modeling capabilities with support for parametric optimization and benchmarking. We present the ongoing development of an integrated Sirepo application to support the holistic modeling of accelerators. Our approach leverages existing modeling workflows, such as the Light Source Unified Modeling Environment (LUME), as well as community I/O frameworks, such as openPMD, to provide a toolbox for constructing and modeling beamlines. Users can build and test simulations using different community modeling tools, as well as connect individual tools to produce end-to-end simulations. Additional workflows have been developed to support machine learning tools that facilitate optimization and the development of surrogate models. We discuss some specific beamline modeling demonstrations as well as ongoing efforts to support code-agnostic design and development.

Funding Agency

Work supported by the U.S. D.O.E.,Office of Science, Office of High Energy Physics under Award Number(s) DE-SC0024814.

Region represented America
Paper preparation format LaTeX

Author

Nathan Cook (RadiaSoft (United States))

Co-authors

Christopher Hall (RadiaSoft (United States)) Jonathan Edelen (RadiaSoft (United States)) Evan Carlin (RadiaSoft (United States)) Paul Moeller (RadiaSoft (United States)) Robert Nagler (RadiaSoft (United States)) David Bruhwiler (RadiaSoft (United States)) Chad Mitchell (Lawrence Berkeley National Laboratory) Axel Huebl (Lawrence Berkeley National Laboratory)

Presentation materials

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