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[n]	X. E. Fink, B. Fernandez Adiego, B. Schofield, and J.-P. Katoen, “Towards safe and robust neural network controllers at CERN: a review of methods and challenges”, in Proc. ICALEPCS'25, Chicago, IL, USA, Sep. 2025, pp. 1207-1214. doi:10.18429/JACoW-ICALEPCS2025-WEPD074

[n]	M. Gilgenbach, R. A. Bosch, H. Ching, J. J. Choi, P. R. Menge, and T. A. Spencer, “Experiments on the Beam Breakup Instability in Long-pulse Electron Beam Transport Through RF Cavity Systems”, in Proc. PAC'91, San Francisco, CA, USA, May 1991, pp. 1827-1830. 

[n]	D. J. Weidman et al., “Fast Risetime Magnetic Field Coil for Electron Beam Propagation Studies”, in Proc. PAC'91, San Francisco, CA, USA, May 1991, pp. 3141-3144. 

[n]	S. Barbanotti, H. Hintz, K. Jensch, and W. Maschmann, “Quality Control of the Vessel and Cold Mass Production for the 1.3 GHz XFEL Cryomodules”, in Proc. SRF'13, Paris, France, Sep. 2013, paper MOP031, pp. 168-170. 

[n]	N. Malitsky, “High-Level Application Protocols”, in Proc. PCaPAC'10, Saskatoon, Canada, Oct. 2010, paper WECOMA03, pp. 12-12. 

[n]	D. T. Abell, A. V. Fedotov, Y. Y. Lee, N. Malitsky, Y. Papaphilippou, and J. Wei, “Effect of Non-linearities on Beam Dynamics in the SNS Accumulator Ring”, in Proc. EPAC'00, Vienna, Austria, Jun. 2000, paper MOP6A05, pp. 1492-1494. 

[n]	Y. Luo et al., “Measurement and Correction of Third Resonance Driving Term in the RHIC”, in Proc. PAC'07, Albuquerque, NM, USA, Jun. 2007, paper FRPMS109, pp. 4351-4353. 

[n]	D. T. Abell et al., “Halo and Space-charge Issues in the SNS Ring”, in Proc. EPAC'00, Vienna, Austria, Jun. 2000, paper TUP3B05, pp. 1289-1291. 

[n]	Y. K. Wu, “Accelerator Physics and Light Source Research Program at Duke University”, in Proc. IPAC'13, Shanghai, China, May 2013, paper MOPEA077, pp. 264-266. 

[n]	S. Kato, H. Harada, H. Hotchi, M. Kinsho, and K. Okabe, “Development of the New Measurement Method for the Incoherent Tune Spread and the Tune Shift Caused by the Space Charge Effect”, in Proc. IPAC'13, Shanghai, China, May 2013, paper MOPME020, pp. 512-514. 

[n]	Y. Luo, W. Fischer, N. Malitsky, S. Tepikian, and D. Trbojevic, “Online Nonlinear Chromaticity Correction Using Off-Momentum Tune Response Matrix”, in Proc. PAC'07, Albuquerque, NM, USA, Jun. 2007, paper FRPMS110, pp. 4357-4359. 

[n]	C. Montag et al., “A Near-Integer Working Point for Polarized Protons in the Relativistic Heavy Ion Collider”, in Proc. PAC'07, Albuquerque, NM, USA, Jun. 2007, paper TUPAS099, pp. 1871-1873. 

[n]	S. Barbanotti, K. Jensch, W. Maschmann, and O. Sawlanski, “XFEL Cryomodule Transportation: from the Assembly Laboratory in CEA-Saclay (France) to the Test-Hall in DESY-Hamburg (Germany)”, in Proc. LINAC'14, Geneva, Switzerland, Aug.-Sep. 2014, paper MOPP021, pp. 98-100. 

[n]	N. Malitsky, “Bringing Large-scale Analytics to Accelerators”, in Proc. ICAP'12, Rostock-Warnemunde, Germany, Aug. 2012, paper WEAAI1, pp. 116-120. 

For LaTeX

%\cite{Fink:ICALEPCS25-WEPD074} \bibitem{Fink:ICALEPCS25-WEPD074} X. E. Fink, B. Fernandez Adiego, B. Schofield, and J.-P. Katoen, \textquotedblleft{Towards safe and robust neural network controllers at CERN: a review of methods and challenges}\textquotedblright, in \emph{Proc. ICALEPCS’25}, Chicago, IL, USA, Sep. 2025, pp. 1207--1214. \doi{10.18429/JACoW-ICALEPCS2025-WEPD074} %\cite{Gilgenbach:PAC91} \bibitem{Gilgenbach:PAC91} M. Gilgenbach, R. A. Bosch, H. Ching, J. J. Choi, P. R. Menge, and T. A. Spencer, \textquotedblleft{Experiments on the Beam Breakup Instability in Long-pulse Electron Beam Transport Through RF Cavity Systems}\textquotedblright, in \emph{Proc. PAC’91}, San Francisco, CA, USA, May 1991, pp. 1827--1830. %\cite{Weidman:PAC91} \bibitem{Weidman:PAC91} D. J. Weidman \emph{et al.}, \textquotedblleft{Fast Risetime Magnetic Field Coil for Electron Beam Propagation Studies}\textquotedblright, in \emph{Proc. PAC’91}, San Francisco, CA, USA, May 1991, pp. 3141--3144. %\cite{Barbanotti:SRF13-MOP031} \bibitem{Barbanotti:SRF13-MOP031} S. Barbanotti, H. Hintz, K. Jensch, and W. Maschmann, \textquotedblleft{Quality Control of the Vessel and Cold Mass Production for the 1.3 GHz XFEL Cryomodules}\textquotedblright, in \emph{Proc. SRF’13}, Paris, France, Sep. 2013, paper MOP031, pp. 168--170. %\cite{Malitsky:PCaPAC10-WECOMA03} \bibitem{Malitsky:PCaPAC10-WECOMA03} N. Malitsky, \textquotedblleft{High-Level Application Protocols}\textquotedblright, in \emph{Proc. PCaPAC’10}, Saskatoon, Canada, Oct. 2010, paper WECOMA03, pp. 12--12. %\cite{Abell:EPAC00-MOP6A05} \bibitem{Abell:EPAC00-MOP6A05} D. T. Abell, A. V. Fedotov, Y. Y. Lee, N. Malitsky, Y. Papaphilippou, and J. Wei, \textquotedblleft{Effect of Non-linearities on Beam Dynamics in the SNS Accumulator Ring}\textquotedblright, in \emph{Proc. EPAC’00}, Vienna, Austria, Jun. 2000, paper MOP6A05, pp. 1492--1494. %\cite{Luo:PAC07-FRPMS109} \bibitem{Luo:PAC07-FRPMS109} Y. Luo \emph{et al.}, \textquotedblleft{Measurement and Correction of Third Resonance Driving Term in the RHIC}\textquotedblright, in \emph{Proc. PAC’07}, Albuquerque, NM, USA, Jun. 2007, paper FRPMS109, pp. 4351--4353. %\cite{Abell:EPAC00-TUP3B05} \bibitem{Abell:EPAC00-TUP3B05} D. T. Abell \emph{et al.}, \textquotedblleft{Halo and Space-charge Issues in the SNS Ring}\textquotedblright, in \emph{Proc. EPAC’00}, Vienna, Austria, Jun. 2000, paper TUP3B05, pp. 1289--1291. %\cite{YKWu:IPAC13-MOPEA077} \bibitem{YKWu:IPAC13-MOPEA077} Y. K. Wu, \textquotedblleft{Accelerator Physics and Light Source Research Program at Duke University}\textquotedblright, in \emph{Proc. IPAC’13}, Shanghai, China, May 2013, paper MOPEA077, pp. 264--266. %\cite{Kato:IPAC13-MOPME020} \bibitem{Kato:IPAC13-MOPME020} S. Kato, H. Harada, H. Hotchi, M. Kinsho, and K. Okabe, \textquotedblleft{Development of the New Measurement Method for the Incoherent Tune Spread and the Tune Shift Caused by the Space Charge Effect}\textquotedblright, in \emph{Proc. IPAC’13}, Shanghai, China, May 2013, paper MOPME020, pp. 512--514. %\cite{Luo:PAC07-FRPMS110} \bibitem{Luo:PAC07-FRPMS110} Y. Luo, W. Fischer, N. Malitsky, S. Tepikian, and D. Trbojevic, \textquotedblleft{Online Nonlinear Chromaticity Correction Using Off-Momentum Tune Response Matrix}\textquotedblright, in \emph{Proc. PAC’07}, Albuquerque, NM, USA, Jun. 2007, paper FRPMS110, pp. 4357--4359. %\cite{Montag:PAC07-TUPAS099} \bibitem{Montag:PAC07-TUPAS099} C. Montag \emph{et al.}, \textquotedblleft{A Near-Integer Working Point for Polarized Protons in the Relativistic Heavy Ion Collider}\textquotedblright, in \emph{Proc. PAC’07}, Albuquerque, NM, USA, Jun. 2007, paper TUPAS099, pp. 1871--1873. %\cite{Barbanotti:LINAC14-MOPP021} \bibitem{Barbanotti:LINAC14-MOPP021} S. Barbanotti, K. Jensch, W. Maschmann, and O. Sawlanski, \textquotedblleft{XFEL Cryomodule Transportation: from the Assembly Laboratory in CEA-Saclay (France) to the Test-Hall in DESY-Hamburg (Germany)}\textquotedblright, in \emph{Proc. LINAC’14}, Geneva, Switzerland, Aug.-Sep. 2014, paper MOPP021, pp. 98--100. %\cite{Malitsky:ICAP12-WEAAI1} \bibitem{Malitsky:ICAP12-WEAAI1} N. Malitsky, \textquotedblleft{Bringing Large-scale Analytics to Accelerators}\textquotedblright, in \emph{Proc. ICAP’12}, Rostock-Warnemunde, Germany, Aug. 2012, paper WEAAI1, pp. 116--120.

For BibTeX

@inproceedings{fink:icalepcs25-wepd074, author = {X. E. Fink and B. Fernandez Adiego and B. Schofield and J.-P. Katoen}, title = {{Towards safe and robust neural network controllers at CERN: a review of methods and challenges}}, booktitle = {Proc. ICALEPCS'25}, pages = {1207--1214}, paper = {WEPD074}, venue = {Chicago, IL, USA}, series = {Int. Conf. on Accelerator and Large Experimental Physics Control Systems}, number = {20}, publisher = {JACoW Publishing, Geneva, Switzerland}, month = {12}, year = {2025}, issn = {2226-0358}, isbn = {978-3-95-450255-4}, doi = {10.18429/JACoW-ICALEPCS2025-WEPD074}, language = {english} } @inproceedings{gilgenbach:pac91, author = {M. Gilgenbach and R. A. Bosch and H. Ching and J. J. Choi and P. R. Menge and T. A. Spencer}, title = {{Experiments on the Beam Breakup Instability in Long-pulse Electron Beam Transport Through RF Cavity Systems}}, booktitle = {Proc. PAC'91}, pages = {1827--1830}, paper = {}, venue = {San Francisco, CA, USA, May 1991}, publisher = {JACoW Publishing, Geneva, Switzerland}, language = {english} } @inproceedings{weidman:pac91, author = {D. J. Weidman and others}, title = {{Fast Risetime Magnetic Field Coil for Electron Beam Propagation Studies}}, booktitle = {Proc. PAC'91}, pages = {3141--3144}, paper = {}, venue = {San Francisco, CA, USA, May 1991}, publisher = {JACoW Publishing, Geneva, Switzerland}, language = {english} } @inproceedings{barbanotti:srf13-mop031, author = {S. Barbanotti and H. Hintz and K. Jensch and W. Maschmann}, title = {{Quality Control of the Vessel and Cold Mass Production for the 1.3 GHz XFEL Cryomodules}}, booktitle = {Proc. SRF'13}, pages = {168--170}, paper = {MOP031}, venue = {Paris, France, Sep. 2013}, publisher = {JACoW Publishing, Geneva, Switzerland}, url = {https://jacow.org/SRF2013/papers/MOP031.pdf}, language = {english} } @inproceedings{malitsky:pcapac10-wecoma03, author = {N. Malitsky}, title = {{High-Level Application Protocols}}, booktitle = {Proc. PCaPAC'10}, pages = {12--12}, paper = {WECOMA03}, venue = {Saskatoon, Canada, Oct. 2010}, publisher = {JACoW Publishing, Geneva, Switzerland}, url = {https://jacow.org/pcapac2010/papers/WECOMA03.pdf}, language = {english} } @inproceedings{abell:epac00-mop6a05, author = {D. T. Abell and A. V. Fedotov and Y. Y. Lee and N. Malitsky and Y. Papaphilippou and J. Wei}, title = {{Effect of Non-linearities on Beam Dynamics in the SNS Accumulator Ring}}, booktitle = {Proc. EPAC'00}, pages = {1492--1494}, paper = {MOP6A05}, venue = {Vienna, Austria}, series = {European Particle Accelerator Conference}, number = {7}, publisher = {JACoW Publishing, Geneva, Switzerland}, month = {8}, year = {2000}, url = {https://jacow.org/e00/papers/MOP6A05.pdf}, language = {english} } @inproceedings{luo:pac07-frpms109, author = {Y. Luo and others}, title = {{Measurement and Correction of Third Resonance Driving Term in the RHIC}}, booktitle = {Proc. PAC'07}, pages = {4351--4353}, paper = {FRPMS109}, venue = {Albuquerque, NM, USA}, series = {Particle Accelerator Conference}, number = {22}, publisher = {JACoW Publishing, Geneva, Switzerland}, month = {8}, year = {2007}, url = {https://jacow.org/p07/papers/FRPMS109.pdf}, language = {english} } @inproceedings{abell:epac00-tup3b05, author = {D. T. Abell and others}, title = {{Halo and Space-charge Issues in the SNS Ring}}, booktitle = {Proc. EPAC'00}, pages = {1289--1291}, paper = {TUP3B05}, venue = {Vienna, Austria}, series = {European Particle Accelerator Conference}, number = {7}, publisher = {JACoW Publishing, Geneva, Switzerland}, month = {8}, year = {2000}, url = {https://jacow.org/e00/papers/TUP3B05.pdf}, language = {english} } @inproceedings{ykwu:ipac13-mopea077, author = {Y. K. Wu}, title = {{Accelerator Physics and Light Source Research Program at Duke University}}, booktitle = {Proc. IPAC'13}, pages = {264--266}, paper = {MOPEA077}, venue = {Shanghai, China, May 2013}, publisher = {JACoW Publishing, Geneva, Switzerland}, url = {https://jacow.org/IPAC2013/papers/MOPEA077.pdf}, language = {english} } @inproceedings{kato:ipac13-mopme020, author = {S. Kato and H. Harada and H. Hotchi and M. Kinsho and K. Okabe}, title = {{Development of the New Measurement Method for the Incoherent Tune Spread and the Tune Shift Caused by the Space Charge Effect}}, booktitle = {Proc. IPAC'13}, pages = {512--514}, paper = {MOPME020}, venue = {Shanghai, China, May 2013}, publisher = {JACoW Publishing, Geneva, Switzerland}, url = {https://jacow.org/IPAC2013/papers/MOPME020.pdf}, language = {english} } @inproceedings{luo:pac07-frpms110, author = {Y. Luo and W. Fischer and N. Malitsky and S. Tepikian and D. Trbojevic}, title = {{Online Nonlinear Chromaticity Correction Using Off-Momentum Tune Response Matrix}}, booktitle = {Proc. PAC'07}, pages = {4357--4359}, paper = {FRPMS110}, venue = {Albuquerque, NM, USA}, series = {Particle Accelerator Conference}, number = {22}, publisher = {JACoW Publishing, Geneva, Switzerland}, month = {8}, year = {2007}, url = {https://jacow.org/p07/papers/FRPMS110.pdf}, language = {english} } @inproceedings{montag:pac07-tupas099, author = {C. Montag and others}, title = {{A Near-Integer Working Point for Polarized Protons in the Relativistic Heavy Ion Collider}}, booktitle = {Proc. PAC'07}, pages = {1871--1873}, paper = {TUPAS099}, venue = {Albuquerque, NM, USA}, series = {Particle Accelerator Conference}, number = {22}, publisher = {JACoW Publishing, Geneva, Switzerland}, month = {8}, year = {2007}, url = {https://jacow.org/p07/papers/TUPAS099.pdf}, language = {english} } @inproceedings{barbanotti:linac14-mopp021, author = {S. Barbanotti and K. Jensch and W. Maschmann and O. Sawlanski}, title = {{XFEL Cryomodule Transportation: from the Assembly Laboratory in CEA-Saclay (France) to the Test-Hall in DESY-Hamburg (Germany)}}, booktitle = {Proc. LINAC'14}, pages = {98--100}, paper = {MOPP021}, venue = {Geneva, Switzerland}, series = {Linear Accelerator Conference}, number = {27}, publisher = {JACoW Publishing, Geneva, Switzerland}, month = {12}, year = {2014}, isbn = {978-3-95-450142-7}, url = {https://jacow.org/LINAC2014/papers/MOPP021.pdf}, language = {english} } @inproceedings{malitsky:icap12-weaai1, author = {N. Malitsky}, title = {{Bringing Large-scale Analytics to Accelerators}}, booktitle = {Proc. ICAP'12}, pages = {116--120}, paper = {WEAAI1}, venue = {Rostock-Warnemunde, Germany, Aug. 2012}, publisher = {JACoW Publishing, Geneva, Switzerland}, url = {https://jacow.org/ICAP2012/papers/WEAAI1.pdf}, language = {english} }

References

• X. E. Fink, B. Fernandez Adiego, B. Schofield, and J.-P. Katoen, “Towards safe and robust neural network controllers at CERN: a review of methods and challenges”, in Proc. 20th International Conference on Accelerator and Large Experimental Control Systems (ICALEPCS'25), Chicago, IL, USA, Sep. 2025, pp. 1207-1214.
• M. Gilgenbach, R. A. Bosch, H. Ching, J. J. Choi, P. R. Menge, and T. A. Spencer, “Experiments on the Beam Breakup Instability in Long-pulse Electron Beam Transport Through RF Cavity Systems”, in Proc. 14th Particle Accelerator Conf. (PAC'91), San Francisco, CA, USA, May 1991, pp. 1827-1830.
• D. J. Weidman et al., “Fast Risetime Magnetic Field Coil for Electron Beam Propagation Studies”, in Proc. 14th Particle Accelerator Conf. (PAC'91), San Francisco, CA, USA, May 1991, pp. 3141-3144.
• S. Barbanotti, H. Hintz, K. Jensch, and W. Maschmann, “Quality Control of the Vessel and Cold Mass Production for the 1.3 GHz XFEL Cryomodules”, in Proc. 16th Int. Conf. RF Superconductivity (SRF'13), Paris, France, Sep. 2013, paper MOP031, pp. 168-170.
• N. Malitsky, “High-Level Application Protocols”, in Proc. 8th Int. Workshop on Personal Computers and Particle Accelerator Controls (PCaPAC'10), Saskatoon, Canada, Oct. 2010, paper WECOMA03, pp. 12-12.
• D. T. Abell, A. V. Fedotov, Y. Y. Lee, N. Malitsky, Y. Papaphilippou, and J. Wei, “Effect of Non-linearities on Beam Dynamics in the SNS Accumulator Ring”, in Proc. 7th European Particle Accelerator Conf. (EPAC'00), Vienna, Austria, Jun. 2000, paper MOP6A05, pp. 1492-1494.
• Y. Luo et al., “Measurement and Correction of Third Resonance Driving Term in the RHIC”, in Proc. 22nd Particle Accelerator Conf. (PAC'07), Albuquerque, NM, USA, Jun. 2007, paper FRPMS109, pp. 4351-4353.
• D. T. Abell et al., “Halo and Space-charge Issues in the SNS Ring”, in Proc. 7th European Particle Accelerator Conf. (EPAC'00), Vienna, Austria, Jun. 2000, paper TUP3B05, pp. 1289-1291.
• Y. K. Wu, “Accelerator Physics and Light Source Research Program at Duke University”, in Proc. 4th Int. Particle Accelerator Conf. (IPAC'13), Shanghai, China, May 2013, paper MOPEA077, pp. 264-266.
• S. Kato, H. Harada, H. Hotchi, M. Kinsho, and K. Okabe, “Development of the New Measurement Method for the Incoherent Tune Spread and the Tune Shift Caused by the Space Charge Effect”, in Proc. 4th Int. Particle Accelerator Conf. (IPAC'13), Shanghai, China, May 2013, paper MOPME020, pp. 512-514.
• Y. Luo, W. Fischer, N. Malitsky, S. Tepikian, and D. Trbojevic, “Online Nonlinear Chromaticity Correction Using Off-Momentum Tune Response Matrix”, in Proc. 22nd Particle Accelerator Conf. (PAC'07), Albuquerque, NM, USA, Jun. 2007, paper FRPMS110, pp. 4357-4359.
• C. Montag et al., “A Near-Integer Working Point for Polarized Protons in the Relativistic Heavy Ion Collider”, in Proc. 22nd Particle Accelerator Conf. (PAC'07), Albuquerque, NM, USA, Jun. 2007, paper TUPAS099, pp. 1871-1873.
• S. Barbanotti, K. Jensch, W. Maschmann, and O. Sawlanski, “XFEL Cryomodule Transportation: from the Assembly Laboratory in CEA-Saclay (France) to the Test-Hall in DESY-Hamburg (Germany)”, in Proc. 27th Linear Accelerator Conf. (LINAC'14), Geneva, Switzerland, Aug.-Sep. 2014, paper MOPP021, pp. 98-100.
• N. Malitsky, “Bringing Large-scale Analytics to Accelerators”, in Proc. 11th Int. Computational Accelerator Physics Conf. (ICAP'12), Rostock-Warnemunde, Germany, Aug. 2012, paper WEAAI1, pp. 116-120.