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13:00
Nonlinear dynamics optimization tools for nonlinear driving term integrals, incl. Elegant, OPA, etc.
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13:30
Nonlinear dynamics with high-order maps and normal forms, e.g., MAD-NG, SciBmad, COSY, PTC with Bmad and MAD-X, SAD
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Etienne Forest
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14:00
Code requirements for modern ML, NN, RL optimization of nonlinear dynamics
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Xiaobiao Huang
(SLAC)
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15:00
Injection optimization in design and during operation with Badger
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Eiad Hamwi
(Cornell University)
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15:30
Discussion time
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16:00
DA/MA with agentic AI and BAX
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Steerenberg Noa
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16:30
ML optimization of nonlinear dynamics in current and future accelerators
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Matthias Remta
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17:00
Contributed Talk