A. Adelmann

Most-cited papers

1. Machine learning for orders of magnitude speedup in multiobjective optimization of particle accelerator systems

   A. Edelen, N. Neveu, M. Frey, Y. Huber +2 more

   2019Physical Review Accelerators and Beams140 citations Open access

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2. Proposal for an electron antineutrino disappearance search using high-rate 8Li production and decay.

   A. Bungau, A. Adelmann, J. Alonso, W. Barletta +15 more

   2012Physical Review Letters109 citations Open access

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3. Opportunities in Machine Learning for Particle Accelerators

   A. Edelen, C. Mayes, D. Bowring, D. Ratner +9 more

   201871 citations

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4. OPAL a Versatile Tool for Charged Particle Accelerator Simulations

   A. Adelmann, P. Calvo, M. Frey, A. Gsell +8 more

   201947 citations

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5. Search for a muon EDM using the frozen-spin technique

   A. Adelmann, M. Backhaus, C. Barajas, N. Berger +34 more

   202144 citations

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6. New directions for surrogate models and differentiable programming for High Energy Physics detector simulation

   A. Adelmann, W. Hopkins, E. Kourlitis, M. Kagan +7 more

   2022arXiv.org41 citations Open access

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7. On Nonintrusive Uncertainty Quantification and Surrogate Model Construction in Particle Accelerator Modeling

   A. Adelmann

   2019SIAM/ASA J. Uncertain. Quantification40 citations Open access

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8. Multiobjective optimization of the dynamic aperture using surrogate models based on artificial neural networks

   M. Kranjčević, Bernard Riemann, A. Adelmann, A. Streun

   2020Physical Review Accelerators and Beams32 citations Open access

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9. Sparse Grids based Adaptive Noise Reduction strategy for Particle-In-Cell schemes

   Sriramkrishnan Muralikrishnan, A. Cerfon, M. Frey, L. Ricketson +1 more

   2020arXiv.org29 citations

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10. Bayesian optimisation for fast and safe parameter tuning of SwissFEL

    Johannes Kirschner, Manuel Nonnenmacher, Mojmír Mutný, Andreas Krause +3 more

    201926 citations

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11. Beam dynamics simulation for the high intensity DAEδALUS cyclotrons

    Jian-Jun Yang, A. Adelmann, W. Barletta, L. Calabretta +3 more

    201226 citations Open access

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12. Order-of-magnitude beam current improvement in compact cyclotrons

    D. Winklehner, J. Conrad, Devin Schoen, Maria Yampolskaya +3 more

    2021New Journal of Physics21 citations Open access

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13. Retrieval of Aerosol Properties from in Situ, Multi-Angle Light Scattering Measurements Using Invertible Neural Networks

    Romana Boiger, R. Modini, A. Moallemi, David Degen +2 more

    2021Social Science Research Network21 citations Open access

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14. Evolution of a beam dynamics model for the transport line in a proton therapy facility

    V. Rizzoglio, A. Adelmann, C. Baumgarten, M. Frey +3 more

    201720 citations Open access

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15. A Parallel General Purpose Multi-Objective Optimization Framework, with Application to Beam Dynamics

    N. Neveu, L. Spentzouris, A. Adelmann, Y. Ineichen +5 more

    201320 citations

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16. Cost-effective Design Options for IsoDAR

    A. Adelmann, L. Bartoszek, R. Barlow, A. Bungau +17 more

    201220 citations Open access

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17. A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators

    Sicheng Li, M. Zacharias, J. Snuverink, J. D. de Portugal +3 more

    2021Inf.19 citations Open access

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18. muEDM: Towards a Search for the Muon Electric Dipole Moment at PSI Using the Frozen-spin Technique

    M. Sakurai, A. Adelmann, M. Backhaus, N. Berger +7 more

    2022SPIN17 citations Open access

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19. Realtime Tomography of Gas-Jets with a Wollaston Interferometer

    A. Adelmann, B. Hermann, R. Ischebeck, M. Kaluza +3 more

    201717 citations Open access

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20. Input Beam Matching and Beam Dynamics Design Optimizations of the IsoDAR RFQ Using Statistical and Machine Learning Techniques

    D. Koser, L. Waites, D. Winklehner, M. Frey +2 more

    2021Frontiers of Physics16 citations Open access

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21. Multi-objective shape optimization of radio frequency cavities using an evolutionary algorithm

    M. Kranjčević, A. Adelmann, P. Arbenz, A. Citterio +1 more

    2018Nuclear Instruments and Methods in Physics Research Section A : Accelerators, Spectrometers, Detectors and Associated Equipment16 citations Open access

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22. On the accuracy of Monte Carlo based beam dynamics models for the degrader in proton therapy facilities

    V. Rizzoglio, A. Adelmann, C. Baumgarten, D. Meer +2 more

    2017Nuclear Instruments and Methods in Physics Research Section A : Accelerators, Spectrometers, Detectors and Associated Equipment16 citations Open access

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23. Multilevel Monte Carlo for the Feynman–Kac formula for the Laplace equation

    Stefan Pauli, R. Gantner, P. Arbenz, A. Adelmann

    2014BIT Numerical Mathematics15 citations Open access

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24. Fast, Efficient and Flexible Particle Accelerator Optimisation Using Densely Connected and Invertible Neural Networks

    R. Bellotti, Romana Boiger, A. Adelmann

    2021Inf.14 citations Open access

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25. High performance computation on beam dynamics problems in high intensity compact cyclotrons

    Jianjun Yang, Tianjue Zhang, Yuzheng Lin, A. Adelmann +2 more

    201114 citations

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26. A fast and scalable low dimensional solver for charged particle dynamics in large particle accelerators

    Y. Ineichen, A. Adelmann, C. Bekas, A. Curioni +1 more

    2013Computer Science - Research and Development13 citations Open access

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27. Multimegawatt DAE$\delta$ALUS Cyclotrons for Neutrino Physics

    M. Abs, A. Calanna, R. Barlow, M. Shaevitz +17 more

    201212 citations

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28. Constrained multiobjective shape optimization of superconducting rf cavities considering robustness against geometric perturbations

    M. Kranjčević, Shahnam Gorgi Zadeh, A. Adelmann, P. Arbenz +1 more

    2019Physical Review Accelerators and Beams11 citations Open access

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29. Progress on Simulation of Fixed Field Alternating Gradient Accelerators

    S. Sheehy, A. Adelmann, M. Tahar, Y. Ishi +9 more

    201511 citations

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30. Conceptual design of an 800 MeV high power proton driver

    Tianjue Zhang, Jianjun Yang, Ming Li, L. Xia +7 more

    201111 citations

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31. Search for the muon electric dipole moment using frozen-spin technique at PSI

    K. S. Khaw, A. Adelmann, M. Backhaus, N. Berger +9 more

    2022Proceedings of The 22nd International Workshop on Neutrinos from Accelerators — PoS(NuFact2021)10 citations Open access

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32. Scaling and performance portability of the particle-in-cell scheme for plasma physics applications through mini-apps targeting exascale architectures

    Sriramkrishnan Muralikrishnan, M. Frey, A. Vinciguerra, Michael Ligotino +4 more

    2022PP10 citations

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33. On architecture and performance of adaptive mesh refinement in an electrostatics Particle-In-Cell code

    M. Frey, A. Adelmann, U. Locans

    2018Computer Physics Communications10 citations Open access

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34. arXiv : Intensity limits of the PSI Injector II cyclotron

    A. Kolano, A. Adelmann, R. Barlow, C. Baumgarten

    201710 citations Open access

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35. Realistic Injection Simulations of a Cyclotron Spiral Inflector using OPAL

    D. Winklehner, A. Adelmann, A. Gsell, T. Kaman +1 more

    201610 citations Open access

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36. IsoDAR@Yemilab: A report on the technology, capabilities, and deployment

    J. Alonso, D. Winklehner, J. Spitz, J. Conrad +13 more

    2022Journal of Instrumentation9 citations Open access

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37. Beam stripping interactions in compact cyclotrons

    P. Calvo, I. Podadera, D. Gavela, C. Oliver +3 more

    2021Physical Review Accelerators and Beams9 citations Open access

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38. A novel adaptive time stepping variant of the Boris-Buneman integrator for the simulation of particle accelerators with space charge

    Matthias Toggweiler, A. Adelmann, P. Arbenz, Jianjun Yang

    2012Journal of Computational Physics9 citations Open access

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39. Review of Time Series Forecasting Methods and Their Applications to Particle Accelerators

    Sicheng Li, A. Adelmann

    2022Physical Review Accelerators and Beams8 citations Open access

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40. arXiv : Opportunities in Machine Learning for Particle Accelerators

    A. Edelen, J. Snuverink, J. Edelen, D. Ratner +9 more

    20188 citations

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41. The Dynamic Kernel Scheduler - Part 1

    A. Adelmann, U. Locans, A. Suter

    2015Computer Physics Communications8 citations Open access

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42. Fast Uncertainty Quantification of Spent Nuclear Fuel with Neural Networks

    Arnau Albà, A. Adelmann, Lucas Münster, D. Rochman +1 more

    2023Annals of Nuclear Energy6 citations Open access

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43. JulianA: An automatic treatment planning platform for intensity-modulated proton therapy and its application to intra- and extracerebral neoplasms

    R. Bellotti, J. Willmann, A. Lomax, A. Adelmann +2 more

    20236 citations

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44. Global sensitivity analysis on numerical solver parameters of Particle-In-Cell models in particle accelerator systems

    M. Frey, A. Adelmann

    2020Computer Physics Communications6 citations Open access

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45. Challenges in simulating beam dynamics of dielectric laser acceleration

    U. Niedermayer, A. Adelmann, S. Bettoni, Marco Calvi +72 more

    2019International Journal of Modern Physics A6 citations Open access

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46. Calculation of longitudinal collective instabilities with mbtrack-cuda

    Hai-Sheng Xu, U. Locans, A. Adelmann, L. Stingelin

    2018Nuclear Instruments and Methods in Physics Research Section A : Accelerators, Spectrometers, Detectors and Associated Equipment6 citations Open access

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47. An Electron Antineutrino Disappearance Search Using High-Rate 8Li Production and Decay

    A. Bungau, A. Adelmann, J. Alonso, W. Barletta +15 more

    20126 citations

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48. A Compact High Intensity Cyclotron Injector for DAEdALUS Experiment

    A. Calanna, Jianjun Yang, L. Piazza, L. Calabretta +4 more

    20126 citations

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49. Benchmark of RF Photoinjector and Dipole Using ASTRA, GPT, and OPAL

    N. Neveu, G. Ha, A. Adelmann, S. Russell +4 more

    20175 citations

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50. Real-time computation of parameter fitting and image reconstruction using graphical processing units

    U. Locans, A. Adelmann, A. Suter, J. Fischer +3 more

    2016Computer Physics Communications5 citations Open access

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