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Developing a 50 MeV LPA-based Injector at ATHENA for a Compact Storage Ring 在ATHENA为紧凑型存储环开发50 MeV lpa注入器
Pub Date : 2021-06-21 DOI: 10.5445/IR/1000134508
E. Panofski, Cora Braun, E. Bründermann, Julian Dirkwinkel, T. Eichner, B. Härer, T. Hülsenbusch, L. Hübner, S. Jalas, L. Jeppe, M. Kaluza, M. Kirchen, Andreas Maier, P. Messner, Anke-Susanne Müller, J. Osterhoff, G. Palmer, T. Parikh, A. Sävert, M. Schnepp, M. Trunk, P. A. Walker, C. Werle, C. Widmann, P. Winkler
The laser-driven generation of relativistic electron beams in plasma and their acceleration to high energies with GV/m-gradients has been successfully demonstrated. Now, it is time to focus on the application of laser-plasma accelerated (LPA) beams. The "Accelerator Technology HElmholtz iNfrAstructure" (ATHENA) of the Helmholtz Association fosters innovative particle accelerators and high-power laser technology. As part of the ATHENAe pillar several different applications driven by LPAs are to be developed, such as a compact FEL, medical imaging and the first realization of LPA-beam injection into a storage ring. The latter endeavour is conducted in close collaboration between Deutsches Elektronen-Synchrotron (DESY), Karlsruhe Institute of Technology (KIT) and Helmholtz Institute Jena (HIJ). In the cSTART project at KIT, a compact storage ring optimized for short bunches and suitable to accept LPA-based electron bunches is in preparation. In this conference contribution we will introduce the 50 MeV LPA-based injector and give an overview about the project goals. The key parameters of the plasma injector will be presented. Finally, the current status of the project will be summarized.
成功地证明了等离子体中激光驱动的相对论电子束的产生及其以GV/m梯度加速到高能。现在,重点讨论激光等离子体加速(LPA)光束的应用。亥姆霍兹协会的“加速器技术亥姆霍兹基础设施”(ATHENA)致力于培育创新的粒子加速器和高功率激光技术。作为ATHENAe支柱的一部分,将开发由lpa驱动的几种不同应用,例如紧凑型自由电子激光器、医学成像和首次实现lpa光束注入存储环。后一项努力是在德国电子同步加速器(DESY)、卡尔斯鲁厄理工学院(KIT)和耶拿亥姆霍兹研究所(HIJ)的密切合作下进行的。在KIT的cSTART项目中,一个紧凑的存储环优化了短束,适合接受基于lpa的电子束。在本次会议的贡献中,我们将介绍基于50 MeV lpa的注入器,并概述项目目标。介绍了等离子体注入器的关键参数。最后对项目的现状进行总结。
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引用次数: 6
An Upgrade Path for the Fermilab Accelerator Complex 费米实验室加速器综合体的升级路径
Pub Date : 2021-06-03 DOI: 10.2172/1865351
R. Ainsworth, J. Dey, J. Eldred, R. Harnik, J. Jarvis, D. Johnson, I. Kourbanis, D. Neuffer, E. Pozdeyev, M. Syphers, A. Valishev, V. Yakovlev, R. Zwaska
The completion of the PIP-II project and its superconducting linear accelerator will provide up to 1.2 MW of beam power to the LBNF/DUNE facility for neutrino physics. It will also be able to produce high-power beams directly from the linac that can be used for lower-energy particle physics experiments as well, such as directing beam toward the Muon Campus at Fermilab for example. Any further significant upgrade of the beam power to DUNE, however, will be impeded by the limitations of the present Booster synchrotron at the facility. To increase the power to DUNE by a factor of two would require a new accelerator arrangement to feed the Main Injector that does not include the Booster. In what follows, a path toward upgrading the Fermilab accelerator complex to bring the beam power for DUNE to 2.4 MW is presented, using a new rapid-cycling synchrotron plus an energy upgrade to the PIP-II linac. The path includes the ability to instigate a new lower-energy, very high-power beam delivery system for experiments that can address much of the science program presented by the Booster Replacement Science Working Group. It also allows for the future possibility to go beyond 2.4 MW up to roughly 4 MW from the Main Injector.
PIP-II项目及其超导直线加速器的完成将为LBNF/DUNE中微子物理设施提供高达1.2兆瓦的光束功率。它还可以直接从直线加速器产生高能光束,也可以用于低能粒子物理实验,例如将光束引导到费米实验室的μ子校园。然而,光束功率到DUNE的任何进一步的重大升级将受到该设施目前的助推器同步加速器的限制。要将功率提高到DUNE的两倍,就需要一个新的加速器装置来为不包括助推器的主喷射器提供动力。在接下来的内容中,介绍了升级费米实验室加速器复合体的路径,使用新的快速循环同步加速器加上对PIP-II直线加速器的能量升级,将DUNE的光束功率提高到2.4 MW。这条道路包括为实验建立一个新的低能量、非常高功率的光束传输系统的能力,该系统可以解决由助推器更换科学工作组提出的许多科学计划。它还允许未来从主喷射器输出超过2.4 MW的功率,达到大约4 MW。
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引用次数: 11
Machine Learning-Based Direct Solver for One-To-Many Problems on Temporal Shaping of Electron Beams 基于机器学习的电子束时间整形一对多问题直接求解器
Pub Date : 2021-05-18 DOI: 10.21203/RS.3.RS-524222/V1
Jinyu Wan, Y. Jiao, Juhao Wu
To control the temporal profile of an electron beam to meet requirements of various advanced scientific applications, a widely-used technique is to manipulate the dispersion terms which turns out to be one-to-many problems. Due to their intrinsic one-to-many property, current popular stochastic optimization approaches on temporal shaping are not very effective, for being trapped into local optima or suggesting only one solution. Here we propose a real-time solver for one-to-many problems of temporal shaping, with the aid of a semi-supervised machine learning method, the conditional generative adversarial network (CGAN). We demonstrate that the CGAN solver can learn the one-to-many dynamics and is able to accurately and quickly predict the required dispersion terms for different custom temporal profiles. This machine learning-based solver overcomes the limitation of the stochastic optimization methods and is expected to have the potential for wide applications to one-to-many problems in other scientific fields.
为了控制电子束的时间分布以满足各种先进科学应用的要求,一种广泛使用的技术是操纵色散项,这是一对多问题。目前流行的时间形随机优化方法由于其固有的一对多性质,容易陷入局部最优或只给出一个解,效果不太好。本文采用半监督机器学习方法——条件生成对抗网络(CGAN),提出了一对多时间形问题的实时求解器。我们证明了CGAN求解器可以学习一对多动态,并且能够准确快速地预测不同自定义时间剖面所需的分散项。这种基于机器学习的求解器克服了随机优化方法的局限性,有望在其他科学领域的一对多问题中得到广泛应用。
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引用次数: 2
Adaptive Deep Learning for Time-Varying Systems With Hidden Parameters: Predicting Changing Input Beam Distributions of Compact Particle Accelerators 含隐参数时变系统的自适应深度学习:预测紧凑型粒子加速器输入束分布的变化
Pub Date : 2021-04-06 DOI: 10.21203/RS.3.RS-373311/V1
A. Scheinker, F. Cropp, S. Paiagua, D. Filippetto
Machine learning (ML) tools are able to learn relationships between the inputs and outputs of large complex systems directly from data. However for time-varying systems, the predictive capabilities of ML tools degrade if the systems are no longer accurately represented by the data with which the ML models were trained. For complex systems, re-training is only possible if the changes are slow relative to the rate at which large numbers of new input-output training data can be non-invasively recorded. In this work, we present an approach to deep learning for time-varying systems which does not require re-training. Our approach is to include adaptive feedback in the architecture of deep generative convolutional neural networks (CNN). The feedback is based only on available system output measurements and is applied in the encoded low-dimensional dense layers of the encoder-decoder CNNs. Our approach is inspired by biological systems in which separate groups of neurons interact and are controlled and synchronized by external feedbacks. We demonstrate this approach by developing an inverse model of a complex charged particle accelerator system, mapping output beam measurements to input beam distributions, while both the accelerator components and the unknown input beam distribution vary rapidly with time. We demonstrate our methods on experimental measurements of the input and output beam distributions of the HiRES ultra-fast electron diffraction (UED) beam line at Lawrence Berkeley National Laboratory. Our method can be successfully used to aid both physics and ML-based surrogate online models to provide non-invasive beam diagnostics. We also demonstrate our method for automatically tracking the time varying quantum efficiency map of a particle accelerator’s photocathode.
机器学习(ML)工具能够直接从数据中学习大型复杂系统的输入和输出之间的关系。然而,对于时变系统,如果系统不再由训练ML模型的数据准确表示,ML工具的预测能力就会下降。对于复杂的系统,只有当变化相对于大量新的输入输出训练数据可以无创记录的速度较慢时,才有可能进行重新训练。在这项工作中,我们提出了一种不需要重新训练的时变系统深度学习方法。我们的方法是在深度生成卷积神经网络(CNN)的架构中包含自适应反馈。反馈仅基于可用的系统输出测量,并应用于编码器-解码器cnn的编码低维密集层。我们的方法受到生物系统的启发,在生物系统中,不同的神经元组相互作用,并由外部反馈控制和同步。我们通过开发一个复杂带电粒子加速器系统的逆模型来证明这种方法,将输出束测量映射到输入束分布,而加速器组件和未知输入束分布都随时间快速变化。在劳伦斯伯克利国家实验室,我们演示了我们的方法在HiRES超快速电子衍射(UED)束流线的输入和输出光束分布的实验测量。我们的方法可以成功地用于辅助物理和基于ml的代理在线模型,以提供非侵入性光束诊断。我们还演示了自动跟踪粒子加速器光电阴极时变量子效率图的方法。
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引用次数: 3
Comment on “Fast-slow mode coupling instability for coasting beams in the presence of detuning impedance” 对“失谐阻抗存在下滑行梁的快-慢模式耦合不稳定性”的评论
Pub Date : 2021-04-06 DOI: 10.1103/PhysRevAccelBeams.24.078001
A. Burov, V. Lebedev
In this comment we show untenability of key points of the recent article of N. Biancacci, E. Metral and M. Migliorati [Phys. Rev. Accel. Beams 23, 124402 (2020)], hereafter the Article and the Authors. Specifically, the main Eqs. (23), suggested to describe mode coupling, are shown to be unacceptable even as an approximation. The Article claims the solution of this pair of equations to be in "excellent agreement" with the pyHEADTAIL simulations for CERN PS, which is purportedly demonstrated by Fig. 6. Were it really so, it would be a signal of a mistake in the code. However, the key part of the simulation results is not actually shown, and the demonstrated agreement has all the features of an illusion.
在这篇评论中,我们展示了N. Biancacci, E. Metral和M. Migliorati[物理学家]最近发表的一篇文章的关键点是站不住脚的。启Accel。梁23,124402(2020)],以下为文章和作者。具体来说,主要方程。(23),建议描述模式耦合,被证明是不可接受的,即使作为一个近似。文章声称这对方程的解与欧洲核子研究中心PS的pyHEADTAIL模拟“非常一致”,据称如图6所示。如果真的是这样,这将是代码中出现错误的信号。然而,模拟结果的关键部分并没有实际显示出来,所显示的一致性具有错觉的所有特征。
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引用次数: 2
OPTIMIZATION OF A TRAVELING WAVE SUPERCONDUCTING RADIOFREQUENCY CAVITY FOR UPGRADING THE INTERNATIONAL LINEAR COLLIDER 国际直线对撞机升级用行波超导射频腔的优化设计
Pub Date : 2021-03-01 DOI: 10.2172/1779488
V. Shemelin, H. Padamsee, V. Yakovlev
The Standing Wave (SW) TESLA niobium-based superconducting radio frequency structure is limited to an accelerating gradient of about 50 MV/m by the critical RF magnetic field. To break through this barrier, we explore the option of niobium-based traveling wave (TW) structures. Optimization of TW structures was done considering experimentally known limiting electric and magnetic fields. It is shown that a TW structure can have an accelerating gradient above 70 MeV/m that is about 1.5 times higher than contemporary standing wave structures with the same critical magnetic field. The other benefit of TW structures shown is R/Q about 2 times higher than TESLA structure that reduces the dynamic heat load by a factor of 2. A method is proposed how to make TW structures multipactor-free. Some design proposals are offered to facilitate fabrication. Further increase of the real-estate gradient (equivalent to 80 MV/m active gradient) is also possible by increasing the length of the accelerating structure because of higher group velocity and cell-to-cell coupling. Realization of this work opens paths to ILC energy upgrades beyond 1 TeV to 3 TeV in competition with CLIC. The paper will discuss corresponding opportunities and challenges.
驻波(SW) TESLA铌基超导射频结构受临界射频磁场的限制,加速梯度约为50 MV/m。为了突破这一障碍,我们探索了铌基行波结构的选择。考虑实验已知的极限电场和极限磁场,对TW结构进行了优化。结果表明,在临界磁场相同的情况下,TW结构的加速梯度可以达到70mev /m以上,是当代驻波结构的1.5倍左右。TW结构的另一个好处是R/Q比TESLA结构高约2倍,将动态热负荷降低了2倍。提出了一种使TW结构无多因子的方法。提出了一些便于制作的设计方案。由于更高的群速度和细胞间耦合,通过增加加速结构的长度也可以进一步增加面积梯度(相当于80 MV/m的有源梯度)。这项工作的实现为与CLIC竞争的ILC能量从1 TeV升级到3 TeV开辟了道路。本文将讨论相应的机遇和挑战。
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引用次数: 2
Accelerator and Beam Physics Research Goals and Opportunities 加速器和束流物理研究的目标和机遇
Pub Date : 2021-01-11 DOI: 10.2172/1764152
S. Nagaitsev, Z. Huang, J. Power, J. Vay, P. Piot, L. Spentzouris, J. Rosenzweig, Y. Cai, S. Cousineau, M. Conde, M. Hogan, A. Valishev, M. Minty, T. Zolkin, X. Huang, V. Shiltsev, J. Seeman, J. Byrd, Y. Hao, B. Dunham, B. Carlsten, A. Seryi, R. Patterson
This report is a summary of two preparatory workshops, documenting the community vision for the national accelerator and beam physics research program. It identifies the Grand Challenges of accelerator and beam physics (ABP) field and documents research opportunities to address these Grand Challenges. This report will be used to develop a strategic research roadmap for the field of accelerator science.
本报告是两次预备研讨会的总结,记录了国家加速器和束流物理研究计划的社区愿景。它确定了加速器和束流物理(ABP)领域的重大挑战,并记录了解决这些重大挑战的研究机会。该报告将用于制定加速器科学领域的战略研究路线图。
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引用次数: 13
Optimization and stabilization of a kilohertz laser-plasma accelerator 千赫兹激光等离子体加速器的优化与稳定
Pub Date : 2020-12-17 DOI: 10.1063/5.0040926
L. Rovige, J. Huijts, I. Andriyash, A. Vernier, M. Ouillé, Z. Cheng, T. Asai, Y. Fukuda, V. Tomkus, V. Girdauskas, G. Račiukaitis, J. Dudutis, V. Stankevič, P. Gečys, R. López-Martens, J. Faure
Laser plasma acceleration at kilohertz repetition rate has recently been shown to work in two different regimes, with pulse lengths of either 30 fs or 3.5 fs. We now report on a systematic study in which a large range of pulse durations and plasma densities were investigated through continuous tuning of the laser spectral bandwidth. Indeed, two LPA processes can be distinguished, where beams of the highest quality, with 5.4 pC charge and a spectrum peaked at 2-2.5 MeV are obtained with short pulses propagating in moderate plasma densities. Through Particle-in-Cell simulations the two different acceleration processes are thoroughly explained. Finally, we proceed to show the results of a 5-hour continuous and stable run of our LPA accelerator accumulating more than $mathrm{18times10^6}$ consecutive shots, with 2.6 pC charge and peaked 2.5 MeV spectrum. A parametric study of the influence of the laser driver energy through PIC simulations underlines that this unprecedented stability was obtained thanks to micro-scale density gradient injection. Together, these results represent an important step towards stable laser-plasma accelerated electron beams at kilohertz repetition rate.
以千赫兹重复频率的激光等离子体加速最近被证明在两种不同的制度下工作,脉冲长度为30秒或3.5秒。我们现在报告了一项系统的研究,其中通过连续调谐激光光谱带宽来研究大范围的脉冲持续时间和等离子体密度。实际上,可以区分出两种LPA过程,其中以中等等离子体密度传播的短脉冲获得最高质量的光束,具有5.4 pC电荷和2-2.5 MeV的峰值光谱。通过胞内粒子模拟,对两种不同的加速过程进行了全面的解释。最后,我们继续展示我们的LPA加速器连续稳定运行5小时的结果,累积超过$ mathm {18times10^6}$连续射,2.6 pC充电和峰值2.5 MeV谱。通过PIC模拟对激光驱动能量影响的参数化研究强调,这种前所未有的稳定性得益于微尺度密度梯度注入。总之,这些结果代表了朝着以千赫兹重复率稳定的激光等离子体加速电子束迈出的重要一步。
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引用次数: 11
Optics design of vertical excursion fixed-field alternating gradient accelerators 垂直偏移定场交变梯度加速器的光学设计
Pub Date : 2020-11-21 DOI: 10.1103/PHYSREVACCELBEAMS.24.021601
S. Machida, D. Kelliher, J. Lagrange, C. Rogers
Vertical excursion fixed-field alternating gradient accelerators can be designed with tunes that are invariant with respect to momentum and trajectories that are scaled images of each other displaced only in the vertical direction. This is possible using guiding fields that have a vertical exponential increase, with a skew quadrupole component in the magnet body and a solenoid component at the magnet ends. Because of the coupling this introduces, orbit and optics calculations and optimisation of parameters need to be performed numerically. In this paper, idealised magnetic fields are calculated from first principles, taking into account end fields. The parameter dependence of the optics and the dynamic aperture of the ring are calculated for the example of a ring with an approximately 25 m circumference that accelerates proton beams from 3 MeV to 12 MeV. The paper reports for the first time the design of such an accelerator lattice using tools specifically devised to analyse transverse coupled optics without the need for approximations.
垂直偏移固定场交替梯度加速器可以设计为相对于动量不变的曲调和仅在垂直方向上位移的彼此缩放图像的轨迹。这可以使用具有垂直指数增长的引导场,在磁铁体中有一个倾斜的四极元件,在磁铁末端有一个螺线管元件。由于这种耦合,轨道和光学计算以及参数优化需要进行数值计算。本文从第一性原理出发,考虑了端场,计算了理想磁场。以一个周长约为25 m的环为例,计算了质子束从3 MeV加速到12 MeV时的光学参数依赖性和环的动态孔径。本文首次报道了这种加速器晶格的设计,使用了专门用于分析横向耦合光学而不需要近似的工具。
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引用次数: 10
Thresholds for loss of Landau damping in longitudinal plane 纵向平面朗道阻尼损失的阈值
Pub Date : 2020-11-16 DOI: 10.1103/PHYSREVACCELBEAMS.24.011002
I. Karpov, T. Argyropoulos, E. Shaposhnikova
Landau damping mechanism plays a crucial role in providing single-bunch stability in LHC, High-Luminosity LHC, other existing as well as previous and future (like FCC) circular hadron accelerators. In this paper, the thresholds for the loss of Landau damping (LLD) in the longitudinal plane are derived analytically using the Lebedev matrix equation (1968) and the concept of the emerged van Kampen modes (1983). We have found that for the commonly-used particle distribution functions from a binomial family, the LLD threshold vanishes in the presence of the constant inductive impedance Im$Z/k$ above transition energy. Thus, the effect of the cutoff frequency or the resonant frequency of a broad-band impedance on beam dynamics is studied in detail. The findings are confirmed by direct numerical solutions of the Lebedev equation as well as using the Oide-Yokoya method (1990). Moreover, the characteristics, which are important for beam operation, as the amplitude of residual oscillations and the damping time after a kick (or injection errors) are considered both above and below the threshold. Dependence of the threshold on particle distribution in the longitudinal phase space is also analyzed, including some special cases with a non-zero threshold for Im$Z/k = const$. All main results are confirmed by macro-particle simulations and consistent with available beam measurements in the LHC.
朗道阻尼机制在大型强子对撞机、高亮度大型强子对撞机、其他现有的以及以前和将来的(如FCC)圆形强子加速器中提供单束稳定性起着至关重要的作用。本文利用列别捷夫矩阵方程(Lebedev matrix equation, 1968)和van Kampen模态的概念(1983),对纵向平面上朗道阻尼损失的阈值进行了解析推导。我们发现,对于二项族中常用的粒子分布函数,LLD阈值在过渡能量以上的恒定电感阻抗Im$Z/k$存在时消失。因此,详细研究了宽带阻抗的截止频率或谐振频率对波束动力学的影响。这些发现被Lebedev方程的直接数值解以及Oide-Yokoya方法(1990)所证实。此外,对于梁的工作很重要的特性,如残余振荡的振幅和踢井(或注入误差)后的阻尼时间,都被认为高于和低于阈值。分析了阈值与粒子在纵向相空间分布的关系,包括Im$Z/k = const$的非零阈值的一些特殊情况。所有主要结果都得到了宏观粒子模拟的证实,并与大型强子对撞机中可用的光束测量结果一致。
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引用次数: 7
期刊
arXiv: Accelerator Physics
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