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Bayesian Optimization Algorithms for Accelerator Physics / Roussel, Ryan (SLAC) ; Edelen, Auralee L. (SLAC) ; Boltz, Tobias (SLAC) ; Kennedy, Dylan (SLAC) ; Zhang, Zhe (SLAC) ; Ji, Fuhao (SLAC) ; Huang, Xiaobiao (SLAC) ; Ratner, Daniel (SLAC) ; Garcia, Andrea Santamaria (KIT, Karlsruhe) ; Xu, Chenran (KIT, Karlsruhe) et al.
Accelerator physics relies on numerical algorithms to solve optimization problems in online accelerator control and tasks such as experimental design and model calibration in simulations. The effectiveness of optimization algorithms in discovering ideal solutions for complex challenges with limited resources often determines the problem complexity these methods can address. [...]
arXiv:2312.05667; FERMILAB-PUB-23-0846-AD.- 2024-08-01 - 42 p. - Published in : Phys. Rev. Accel. Beams 27 (2024) 084801 Fulltext: 2312.05667 - PDF; FERMILAB-PUB-23-0846-AD - PDF; Fulltext from Publisher: PDF; External link: Fermilab Library Server

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First Results of the IOTA Ring Research at Fermilab / Valishev, Alexander (Fermilab) ; Arodzero, Anatoli (RadiaBeam Tech.) ; Broemmelsiek, Daniel (Fermilab) ; Bruhwiler, David (RadiaSoft, Boulder) ; Burov, Alexey (Fermilab) ; Carlson, Kermit (Fermilab) ; Cathey, Brandon (Fermilab) ; Chattopadhyay, Swapan (Northern Illinois U. ; Fermilab) ; Eddy, Nathan (Fermilab) ; Edelen, Jonathan (RadiaSoft, Boulder) et al.
The IOTA ring at Fermilab is a unique machine exclusively dedicated to accelerator beam physics R&D.; The research conducted at IOTA includes topics such as nonlinear integrable optics, suppression of coherent beam instabilities, optical stochastic cooling and quantum science experiments. In this talk we report on the first results of experiments with implementations of nonlinear integrable beam optics. [...]
2021 - 6 p. - Published in : 10.18429/JACoW-IPAC2021-MOXB02 Fulltext: PDF;
In : 12th International Particle Accelerator Conference (IPAC 2021), Online, Br, 24 - 28 May 2021, pp.19-24

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Nonlinear optics measurements in IOTA / Hofer, Michael (CERN) ; Tomas Garcia, Rogelio (CERN) ; Stancari, Giulio (Fermi National Accelerator Lab. (US)) ; Romanov, Aleksandr (Fermi National Accelerator Lab. (US)) ; Kuklev, Nikita (The University of Chicago) ; Szustkowski, Sebastian (Northern Illinois University (US)) ; Valishev, Alexander (Fermi National Accelerator Lab. (US))
Nonlinear integrable optics is a recently proposed accelerator lattice design approach which allows to generate an amplitude dependent tune shift which is needed in high brightness accelerators to mitigate fast coherent instabilities. [...]
CERN-ACC-NOTE-2021-0010 ; Fermilab-FN-1119-AD. - 2021. - 34 p.
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