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Demonstration of Machine Learning-Enhanced Multi-Objective Optimization of Ultrahigh-Brightness Lattices for 4Th-Generation Synchrotron Light Sources

Y. Lu,S. C. Leemann,C. Sun,M. P. Ehrlichman,H. Nishimura,M. Venturini,T. Hellert

NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT（2023）

Cited 5|Views8
Key words
Synchrotron light source,Storage ring,Beam dynamics,Lattice design,Multi-objective optimization,Machine learning
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