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Autonomous discovery of accelerator commissioning algorithms

physics.acc-ph · 2026-08-07 · conditional · novelty 6.0

An autonomous loop lets a language-model agent write and refine RF beam-capture procedures in an ALS-U accumulator-ring simulator, improving on the published expert procedure by roughly a factor of ten.

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  • Autonomous discovery of accelerator commissioning algorithms physics.acc-ph · 2026-08-07 · conditional · none · ref 4

    An autonomous loop lets a language-model agent write and refine RF beam-capture procedures in an ALS-U accumulator-ring simulator, improving on the published expert procedure by roughly a factor of ten.