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Opportunities in Machine Learning for Particle Accelerators
/ Edelen, A. (SLAC) ; Mayes, C. (SLAC) ; Bowring, D. (Fermilab) ; Ratner, D. (SLAC) ; Adelmann, A. (PSI, Villigen) ; Ischebeck, R. (PSI, Villigen) ; Snuverink, J. (PSI, Villigen) ; Agapov, I. (DESY) ; Kammering, R. (DESY) ; Edelen, J. (RadiaSoft, Boulder) et al.
Machine learning (ML) is a subfield of artificial intelligence. [...]
arXiv:1811.03172 ; FERMILAB-PUB-19-017-AD.
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2018. - 25 p.
Fermilab Library Server (fulltext available) - Fulltext - Fulltext
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Phase Space Tomography Using the Cornell ERL DC Gun
/ Hannon, F E (Jefferson Lab) ; Bazarov, I V (Cornell U., Ithaca, Phys. Dept. ) ; Dunham, B M (Cornell U., Ithaca, Phys. Dept. ) ; Liu, X G (Cornell U., Ithaca, Phys. Dept. ) ; Li, Y (Cornell U., Ithaca, Phys. Dept. )
JLAB-ACC-08-843.-
2008 - 3 p.
External links: Published version from JACoW; JLAB
In : 11th European Particle Accelerator Conference, Genoa, Italy, 23 - 27 Jun 2008, pp.TUPC032
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4.
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Challenges for Beams in an ERL Extension to CESR
/ Hoffstaetter, G (Cornell U., CLASSE) ; Bazarov, I V (Cornell U., CLASSE) ; Belomestnykh, S A (Cornell U., CLASSE) ; Bilderback, D H (Cornell U., LNS) ; Billing, M G (Cornell U., CLASSE) ; Codner, G W (Cornell U., CLASSE) ; Crittenden, James A (Cornell U., CLASSE) ; Dunham, B M (Cornell U., CLASSE) ; Ehrlichman, M P (Cornell U., CLASSE) ; Finkelstein, K (Cornell U., LNS) et al.
2008 - 3 p.
External link: Published version from JACoW
In : 11th European Particle Accelerator Conference, Genoa, Italy, 23 - 27 Jun 2008, pp.MOPC056
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5.
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Status of a Plan for an ERL Extension to CESR
/ Hoffstaetter, Georg Heinz ; Bazarov, Ivan V ; Belomestnykh, Sergey ; Bilderback, Donald H ; Billing, Michael G ; Greenwald, Zipi ; Gruner, Sol M ; Li, Yulin ; Liepe, Matthias ; Padamsee, Hasan et al.
We describe the status of plans to build an Energy-Recovery Linac (ERL) X-ray facility at Cornell University. This 5 GeV ERL is an upgrade of the CESR ring that currently powers the Cornell High Energy Synchrotron Source (CHESS). [...]
2005
External link: Published version from JACoW
In : 21st IEEE Particle Accelerator Conference, Knoxville, TN, USA, 16 - 20 May 2005, pp.1928
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6.
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Use of Multiobjective Evolutionary Algorithms in High Brightness Electron Source Design
/ Bazarov, Ivan V ; Senderovich, Igor ; Sinclair, Charles K
We describe the use of multiobjective evolutionary algorithms (MOEAs) for the design and optimization of a high average current, high brightness electron injector for an Energy Recovery Linac (ERL). By combining MOEAs with particle tracking, including space charge effects, and by employing parallel computing resources, we explored a multidimensional parameter space with 22 independent variables for a DC gun based injector which is being constructed at Cornell University. [...]
2005
External link: Published version from JACoW
In : 21st IEEE Particle Accelerator Conference, Knoxville, TN, USA, 16 - 20 May 2005, pp.2188
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7.
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Experimental Investigation of Beam Breakup in the Jefferson Laboratory 10 kW FEL Upgrade Driver
/ Tennant, Chris ; Bazarov, Ivan V ; Douglas, David ; Hoffstaetter, Georg Heinz ; Jordan, Kevin ; Merminga, Lia ; Pozdeyev, Eduard ; Simrock, Stefan ; Smith, Todd I ; Wang, Haipeng
In recirculating accelerators, and in particular energy recovery linacs (ERLs), the maximum current has been limited by multipass, multibunch beam breakup (BBU), which occurs when the electron beam interacts with the higher-order modes (HOMs) of an accelerating cavity on the accelerating pass and again on the energy recovered pass. This effect is of particular concern in the design of modern high average current energy recovery accelerators utilizing superconducting technology. [...]
2005
External link: Published version from JACoW
In : 21st IEEE Particle Accelerator Conference, Knoxville, TN, USA, 16 - 20 May 2005, pp.369
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