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REAL-TIME COMPREHENSIVE ELECTRON BEAM DIAGNOSTICS THROUGH MACHINE LEARNING IN ULTRAFAST ELECTRON DIFFRACTION SYSTEM Jiapeng Li, Cheng-Ying Tsai∗, Kuanjun Fan, School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan, China Abstract Mega-electron-volt (MeV) ultrafast electron...
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tionofelectronbeamparametersdirectlyfromdiffraction patterns. Deep neural networks trained on physics-based simulationsdecodesignaturesthatbeamparametersimprint on diffraction images. The method exploits distinct physical mechanisms: geometric effects from beam size, angular dis- tortionsfromdivergence,chromaticaberrat...
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trafast materials characterization. INTRODUCTION MeVultrafastelectrondiffraction(UED)[1 –3]employs the pump-probe technique to observe atomic-scale dynamic processes with femtosecond temporal resolution. Experi- mental success will depend highly on electron beam qual- ity, including beam size, divergence, energy spread...
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SETUP OF MACHINE PARAMETERS Based on the MeV UED under construction at Huazhong University of Science and Technology [8 –13], the system employs a 1.4-cell photocathode RF gun, driven by 266-nm ∗Email:jcytsai@hust.edu.cnultraviolet laser to generate photoelectrons from a copper cathode. The 2856-MHz RF cavity provides ...
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d3830089-a6e9-47ef-ab19-ce908c9e552c
lation between bunch parameters and diffraction images, we employed the ASTRA particle tracking simulations [14] with the diffraction utilizing the familiar polycrystalline alu- minum sample. The initial bunch charge was set to 1pC, using5×104macroparticlestoadequatelyaccountforspace charge effects. By adjusting key pa...
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95c2906d-73e2-4a6e-9b5d-6b7c4ad595df
tion.Transversebeamsizebroadensdiffractionringsthrough geometricconvolutioneffects;beamdivergencecausesthe final electron momentum to be the vector sum of transverse momentum and diffraction momentum transfer, resulting in image displacement and distortion; energy spread produces radial blurring in higher-order rings t...
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b8e2a06e-2fb3-42f2-bea9-8baf355795cb
ducedoscillationamplitudesindiffractionintensitychanges. Detailedanalysisoftemporalevolutioncurvecharacteristics enables bunch length reconstruction and can in principle achievethe non-invasivebunchlengthmeasurement based on diffraction images. Figure1illustratesournumericalmethodology:impact ofelectronbeamonthesampleg...
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Figure1:Schematicdiagramofbunchparameterreconstruc- tion based on diffraction images. The electron beam probes a polycrystalline aluminum sample to generate diffraction rings.AResNet-35networkextractstransversebeamsize,di- vergenceangle,andenergyspreadfromsingle-framediffrac- tionimages.Thebunchlengthisdeterminedbyanal...
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lay times from −200to+2000fsto learn how bunch length affects the dynamic curves of time-resolved diffraction. Tointuitivelydemonstratetheeffectsofbunchparameters on diffraction images, Fig. 2 presents simulation results un- derdifferentconditions.ComparingFig.2(a)and(b),signif- icantdifferencesindiffractionringwidthar...
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722e3acf-69eb-4964-913a-e7ac22c1b317
poralconvolutioneffects.Thesesimulationresults validate our physical model and provide rich feature information for neural network training. SIMULATION RESULTS Thedeeplearningmodeldemonstratesexcellentperfor- mance in bunch parameter prediction. Results from 7680 test samples show all parameters tightly distributed alo...
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ofa55-fsbunchatdelaytime 500fs,withtheinsetshowing distinct changes in diffraction rings; (d) diffraction image of a 220-fs bunch at the same delay time 500fs, with the inset showing significantly smoother temporal response and changes in the center and width of diffraction rings. The color scale represents normalized ...
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pect of this work. Traditional methods such as using RF- deflecting cavities are costly and invasive, while using co- herent transition radiation (CTR) or Smith-Purcell radia- tion (SPR) requires specialized radiation collection systems. We achieve the non-invasive measurement based on time- resolved diffraction, utili...
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a2c1bda5-d1c4-4017-813d-ad41f16d34b3
achieving the first simultaneous extraction of six- dimensional phase space information from electron diffractionimages.Theadvantagesofthismethodinclude: no additional hardware requirements, utilizing standard
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ba4496ed-5991-418e-8e3c-20855260c556
Figure 3: Prediction results of the beam transverse param- eters and energy spared. (a) Beam size in 𝑥direction; (b) divergence angle in 𝑥direction; (c) beam size in 𝑦direction; (d)divergenceangle in 𝑦direction;(e)energyspread.Scat- ter point colors represent probability density (purple-low, yellow-high), with dash...
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than melting, avoiding sample damage. To verify the sensitivity to time-of-flight jitter on the pro- posed method, we artificially added Gaussian-distributed temporal jitter with 𝜎 =100fs(simulating synchronization jitter in actual systems) in ASTRA simulations. The predic- tion accuracy showed no significant change, ...
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Figure4:Predictionresultsofthebunchlength.(Left)Com- parisonbetweenpredictedandactualbunchlengthvalueson thetestset.Scatterpointcolorsrepresentprobabilitydensity distribution,withthedashedlineindicatingtheideal1:1cor- respondence.NormalizedMAE=0.01480,correspondingto anactualerrorofapproximately 8.7fs,with𝑅2= 0.99599 ...
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04a61bc1-ad2e-407f-9965-2b8605da3cd1
ofdifferentfacilities.Atthealgorithmiclevel,uncertainty quantification methods will be introduced to provide con- fidence intervals for each predicted parameter, enhancing the interpretability of diagnostic results. Moreover through integration with accelerator control systems, this intelligent diagnostic tool may enab...
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anisms. ACKNOWLEDGMENT This work is supported by the Fundamental Research FundsfortheCentralUniversities(HUST)underProjectNo. 2021GCRC006andNationalNaturalScienceFoundationof China under project No. 12275094. REFERENCES [1]S.P. Weathersby et al., “Mega-electron-volt ultrafast electron diffractionatSLACNationalAccelerat...
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2022. doi:1/zero.alt4.11/zero.alt43/RevModPhys.94./zero.alt445/zero.alt4/zero.alt44 [4]Z.Zhang etal.,“Accuratepredictionofmega-electron-volt electronbeampropertiesfromUEDusingmachinelearning”, Sci. Rep., vol. 11, p. 13890, 2021. doi:1/zero.alt4.1/zero.alt438/s41598-/zero.alt421-93341-2 [5]Z. Zhang et al., “Toward fully...
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Learning”, Adv. Mater. , vol. 35, p. 2206997, 2023. doi:1/zero.alt4.1/zero.alt4/zero.alt42/adma.2/zero.alt422/zero.alt46997 [8]C.-Y. Tsai et al., “Low-energy high-brightness electron beam dynamicsbasedonslicebeammatrixmethod”, Nucl.Instrum. Methods Phys. Res. A , vol. 937, pp. 1–20, 2019. doi:1/zero.alt4.1/zero.alt416/...
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Nucl. Eng. Technol. ,vol.56, no. 10, pp. 4237–4246, 2024. doi:1/zero.alt4.1/zero.alt416/j.net.2/zero.alt424./zero.alt45./zero.alt429 [11]H.Qietal.,“ObservationofTHzsurfacewavesescapingfrom metalgratingsthroughadielectricsubstrate”, Opt.Express , vol.32, pp. 23180–23192, 2024. doi:1/zero.alt4.1364/OE.525614 [12]H. Qiet ...
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[14]ASTRA:aspacechargetrackingalgorithm, https://www. desy.de/~mpyflo/ [15]K. Heet al., “Deep residual learning for image recognition”, in2016ConferenceonComputerVisionandPatternRecogni- tion (CVPR) , Las Vegas,NV,USA,Jun. 2016, pp. 770–778. doi:1/zero.alt4.11/zero.alt49/CVPR.2/zero.alt416.9/zero.alt4
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THE START-TO-END BEAM DYNAMIC S SIMULATION STUDY AND ITS APPLICATION IN THE HIGH-INTE NSITY CYCLOTRON OF CIAE* Tianjian Bian†, Fengping Guan, Shizhong An, Sumin Wei, Luyu Ji, Jinrong Lu, Lin Dai, Ruijin Liu, Yuzhuo Huang, Peng Huang, China Institute of Atomic Energy, Beijing, China Abstract The beam dynamics simul...
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c97732f0-1467-4fd2-adab-019220ddc96d
In this paper, start-to-end (S2E) beam-dynamics simula- tions are performed for an 18 MeV/1 mA high-intensity cy-clotron. Every subsystem, the injection line, spiral inflector, central region, acceleration re gion, extraction region and uniform beam-transport line, is modelled quantitatively. Furthermore, the central...
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15ac9970-b473-4e6f-99d4-3b512dc57800
sation of beam loss are essential. Traditionally, cyclotron beam-dynamics simulations ar e usually performed section- by-section with assumed initial conditions. Although effi- cient, this approach introduces cumulativ e errors that pre- vent quantitative analysis in high-intensity, beam-loss-sen- sitive machines. S...
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67ee3ad9-d908-41ef-acbd-eca919d24d8f
ing improvement in beam performance is evaluated. Fur- thermore, this paper proposes a uniform beamline based on combined-function quadrupole-octupole magnets, and ex- perimental results show 83% uniformity. INJECTION LINE The injection beamline focuses and bunches the 35 keV beam from the H ⁻ ion source. The CYCIAE-...
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Figure 1: Phase space (left plot) and the emittance growth as function of current (right plot). Six-dimensional phase space coordinates at the injec- tion-line exit provide the initial conditions for the spiral in-flector simulation. SPIRAL INFLECTOR The spiral inflector bends the axially injected beam into the me...
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a1ccda77-2643-4531-886e-458ed047395c
density distribution (b). ___________________________________________ * Work supported by Sustained Support Research Project (Grant No. BJ040261224908), the National Natur al Science Foundation of Chin a (Grant No. 12375156), China National Nuclear Corporation Fundamental Research Project (Grant No. CNNC -JCYJ-2024...
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Figure 3 illustrates the axial-defocusing effect of the spi- ral inflector. At the inflector exit, the beam extends to ap- proximately ±10 mm, causing approximately 10% losses in the first acceleration gap. This axial mismatch subse-quently drives further beam loss in the central region. Figure 3: (a) The axia...
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adacff34-8448-4a7f-81ec-5735c0af1a42
degradation. Starting from the original design, we optimized the crossing phases of the four acceleration gaps (gap 1-4). Figure 4 shows the radial-pha se space of the fourth turn, where the RF phase and radial position are recorded as the particles cross the gaps. A 40° phase-width beam is injected into the fir...
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191b1d38-be07-42d0-8308-143ed9060fea
Figure 5 visualises the beam in the spiral inflector and central region, where the formation of the banana-shaped profile is clearly observed. Particle coordinates from both the original and optimised central region designs are used for comparison in subsequent simulations. ACCELERATION REGION The Walkinshaw reson...
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c3b3ae7a-9482-41eb-aa47-1beebd149052
the resonance are more likely to be lost. Figure 6 compares the axial beam envelopes obtained with the original and the optimized central-region designs. Owing to the removal of large-phase-width particles, the optimized case shows weaker envelope oscillations and the axial envelope is approximately 25% smaller tha...
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stripping and improving extraction efficiency. Furthermore, relative to the original design, the optimized central region produces a more compact distribution and a narrower en- ergy spread in the extracted beam, as shown in Figure 8. This improves beam quality and reduces the risk of losses at the foil frame and al ...
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6f9337d5-3394-4913-b189-b9552a86a32b
Table 1: The Emittances at the Cyclotron and Beamline Interface Normalized 𝜺 𝒙 (π mm∙mrad) Normalized 𝜺𝒛 (π mm∙mrad) Original 1.7999 0.88742 Optimized 1.0314 0.61256 UNIFORM BEAMLINE A high-power proton beam from a cyclotron bombards a fixed target to generate an intense neutron flux or to produce r...
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138ff591-c12b-4e5c-8a58-7fc88c085bcb
function multipole magnets to reshape the Gaussian beam into a rectangular profile with almost uniform distribution. Uniform beamlines based on multipole magnets are seldom used in compact accelerators (to the best of our knowledge, no such uniform beamline exists), because the beta function at the magnets and th...
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b5fc09cc-782f-4624-8ced-a619cebbd1fb
beamline. Owing to limited space in the accelerator hall, the 18 MeV cyclotron is equipped with two beamlines, a straight one and a bent one, that share a common segment and deliver the beam to neutron targets 1 and 2, respectively, as shown in Figure 11. The neutron target 1 is used for BNCT experiment and the t...
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without observable surface damage. Throughout the run the vacuum remained below 5 × 10 ⁻⁷ mbar, confirming that beam loss was low and insufficient to degrade the vacuum. Figure 12: (a) Measured and (b) simulated particle-density distributions on neutron target 1. SUMMARY During the development of the 18 MeV/1 ...
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further improvement and needs fine-tuning to achieve a more homogeneous beam distribution. REFERENCES [1] A. Adelmann, A. Alba, and A. Fallahi, “OPAL for Self-Con- sistent Start-to-End Simulatio n of Undulator-Based Facili- ties”, presented at North American Particle Accelerator Con- ference, Albuquerque, New Mexi...
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doi:10.1103/physrevstab.16.023501 [4] Y . Yuri, N. Miyawaki, T. Kamiya, W. Yokota, K. Arakawa, and M. Fukuda, “Uniformization of the transverse beam pro- file by means of nonlinear focusing method,” Phys. Rev. Spec. Top. Accel Beams , vol. 10, no. 10, Oct. 2007. doi:10.1103/physrevstab.10.104001
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PRELIMINARY DESIGN OF THE BEAM TRANSPORT SYSTEM FOR THE SUPER TAU-CHARM FACILITY* Ruixuan Huang†,1, Jingyu Tang1, Ze Yu1, Youjin Yuan2 1University of Science and Tec hnology of China, Hefei, China 2Institute of Modern Physics, Chines e Academy of Sciences, Lanzhou, China Abstract The injector of the Super Tau-Ch...
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a427b3fa-3776-44e8-9054-fd3922e26ff6
jection line from the positron linac to the damping ring (PL2DR), the extraction and transport line from the damp- ing ring to the main linac (DR2ML), and the final transport lines from the main linac to the collider rings (ML2CR). Each segment addresses unique challenges, including transverse emittance preservation...
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dented precision [1-3]. It is envisioned to achieve a peak luminosity of 5 × 10 34 cm-2s-1 with a center of mass energy of 2-7 GeV [4-6]. STCF will serve as a unique facility for precision measurements in th e charm energy region. The injector is a sophisticated accelerator system to provide high-quality, full-ener...
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d5aff7cf-18e2-4184-935b-de51f71a3280
a tungsten target to produce positrons. The positron beam with a bunch charge of 1.0 nC is accelerated to 1.0 GeV in the positron linac (PL) and injected into a damping ring (DR) for emittance reduction. Another electron beam with an intensity of 1.0 nC/bunch at 30 Hz is generated from a photocathode RF gun and ac...
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eba29f2e-2439-416f-85f7-4afdb0871276
convey the electron and positi on beams separately from the injector to the collider rings, totally having a length of about 550 m. Optics design an d beam tracking are carried out to confirm the optics matching and a sufficiently small emittance of both e-/e+ beams. The main components of the transport system are...
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09cf689c-df85-412e-9e96-2a803f40dd65
PL2DR, an energy-spread co mpression system (ECS) is carefully designed to match a very limited RF acceptance of the DR. In the DR2ML, a bunch compression sys- tem (BCS) is necessary to facilitate the transition to the ML. While in the ML2CR, tight restrictions on the geometrical conditions lead to a large curvature...
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(Fig. 2), the 𝛽 functions at the exit of injection septum in the DR is adjusted to 𝛽 ௫/௬=9.5/4.1 m, and the dispersion is suppressed to zero, just as the DR required. ____________________________________________ * Work is supported by the National Key R&D Program of China unde r Contract No. 2022YFA1602202, the N...
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Figure 1: A schematic layout of STCF injector with transport system highlight ed in green dashed lines. Figure 2: The 𝛽 and dispersion functions for PL2DR. Figure 3: The 𝛽 and dispersion functions for part of DR2ML. Optics of ML2CR The transport lines of ML2CR has the task of separating the e-/e+ beams and in...
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realized by six 10-degree dipoles. In the R&D stage, the coupled optics of the alternating bending lattice are treated by the superposition of separate optics analyses for the hor- izontal and vertical planes, as shown in (Fig. 4). The 𝛽 functions at the exit of injection septum in the CR is ad- justed to 𝛽 ௫/௬= 1...
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0c3d5e69-5bb7-40b3-8d3e-187361b74740
emittance and energy spread are both crucial parameters, which should be carefully restrained. We used the tracking code Elegant [8] for beam dynamics optimization. Space charge effect and coherent synchrotron radiation in dipoles are considered in simulati on. The input beams are mod- elled as a 3- σ truncated Gaus...
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c3382c06-bca9-4699-8fce-c13be7eccd34
sections. Critical beam parameters at the injection point of each transport line are summarized in Table 1. To ensure a consistent comparison, all th e emittance discussed in this paper are the normalized RMS values. Transverse Emittance Control For the positron beam, it is quite challenging to preserve the emitt...
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requirements for ML injection. Figure 6: Evolution of transverse emittance in DR2ML. Likewise, along the ML2CR lines, a measurable increase in the beam emittance is also observed. By optimizing the optics and suppressing the high-order dispersion terms, the emittance growth at the entrance of CR is limited to withi...
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863889c2-0844-469f-b673-1e9be1a76871
The RMS energy spread of the positron beam is substan-tially decreased from 0.6% to 0.2% and the RMS bunch length is increased from 1.5 mm to 4.3 mm. The beam extracted from the DR are characterized by a long bunch length, which mandates the use of a BCS to facilitate downstream acceleration. The BCS comprises an R...
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7d94eaf3-6ebe-42cc-b5ae-4e34d0e58f6b
three transport segments (PL2DR, DR2ML and ML2CR), effectively accommodating the distinct challenges of each section, from energy spread and bunch compression to complex geometrical constraints. Through meticulous beam dynamics optimization using the code Elegant, the transverse normalized emittance growth has been...
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95b589e0-5d63-4f32-8e6a-803238e94391
Charm Facility: The Accelerator”, Nucl. Sci. Tech., vol. 36 , pp. 242 , Sep. 2025, arXiv: 2509.11522 [physics.acc-ph]. doi:10.48550/arXiv.2509.11522 [2] Y e Zou et al, “Optics design of the Super Tau-Charm Facility collider rings”, Jul. 2025, arXiv: 2507.18924 [physics.acc- ph]. doi:10.48550/arXiv.2507.18924 [3] Linha...
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fedef126-4ff3-47cf-bdf0-0689a27a9129
doi:10.7693/wl20200803 [6] P . Raimondi et al, “Application of frequency map analysis to beam-beam effects study in crab waist collision scheme”, in Proc. EP AC’08, Genoa, Italy, 2008, pp. 2620 . doi:10.1103/PhysRevSTAB.14.014001 [7]The CEPC Study Group, “CEPC Technical Design Report - Accel erator”, Radiation Detecti...
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27e88f14-5ee7-4483-bc65-68e6eabb22ef
TRACKING SIMULATION OF LONGITUDINAL BEAM DYNAMICS IN A TRIPLE RF SYSTEM FOR ELECTRON STORAGE RINGS Jincheng Xiao, Tianlong He∗, Weimin Li† National Synchrotron Radiation Laboratory, USTC, Hefei, China Abstract For diffraction-limited storage rings, the triple radio- frequency(RF)systemhasbeenproposedtoachievefurther bu...
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7deeec92-d4c5-4172-9a8f-a7a69cc8c61d
INTRODUCTION TheuseofadoubleRFsystemtolengthenthebunchto mitigateintrabeamscattering(IBS)andTouschekscattering effects has been widely adopted in fourth-generation light sources[1,2]. Morerecently,atripleRFsystemhasbeenpro- posedtofurtherextendthebunchlengthandmeetspecific requirementsforlongitudinalinjection. Theoreti...
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7b2f1721-089d-46ad-a189-a4da05db1891
opedfordoubleRFsystems[4 –6],whicharegoodreferences toimplementtrackingsimulationfortripleRFsystems. In thiswork,weextendtheSTABLEcode—aGPU-accelerated multi-particle,multi-bunchtrackingmethod—byincorporat- ingadditionalfunctionalmodulestoenablethesimulationof triple RF systems [6]. This extended code is then applied t...
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b337cb50-231a-42e8-9141-31b1b7443a45
∗htlong@ustc.edu.cn †lwm@ustc.edu.cnlongitudinal beam dynamics in a triple RF system, relevant functionalmodulesareintegratedintothecode. Theprocess for running this code is shown in Fig. 1. Figure 1: The flowchart of STABLE. Related Function Modules PI feedback module To achieve a realistic LLRF feed- back for the RF ...
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0c9483ea-b474-40b6-8fc3-1c56b7df0dd8
tively. Last the generator current phasor is updated with Δ˜𝐼𝑔+˜𝐼𝑔0, where ˜𝐼𝑔0is the initialized generator current pha- sor, and it is subsequently applied to the cavity voltage after a specified delay 𝑑. A detailed flowchart illustrating this process is provided in Fig. 6 of Reference [7]. Initially, this modu...
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1a1076f7-1805-46c1-9974-4d2bf10c4437
at the target voltage. In the passive RF cavity mode, the cavity voltage is determined solely by the beam loading voltage. IntheactiveRFcavitymode,aPIfeedbackmodule isincorporated,ensuringthatthetotalcavityvoltageisthe sumofthebeamloadingvoltageandthetransmittervoltage.
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daee9356-c216-4cd3-b8ad-c65ca1e8939b
Parameter Initialization Before running the STABLE code, it is essential to ini- tialize the relevant parameters. A dedicated initialization section has been implemented in the code, organizing the parameters into a structured variable to prevent data con- flicts during computation. The main parameter settings are divi...
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32412731-d27c-474b-b163-0f25b30c5f63
tivemode,thetargettotalcavityvoltagemustbespecified. Typically,therequiredcavityvoltagesforthetargetbunch lengthening scheme are precomputed using analytical for- mulas. Inthisstudy,theparametersarebasedontheMCand3HC settingsinHALF’sdoubleRFsystemscheme. Forthethree activelycontrolledRFcavitiesinthetripleRFsystemunder ...
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7d9118f1-39de-4e43-85c0-53af68c05a37
ing voltage in equilibrium should be as close as possible to the target cavity voltage to minimize transmitter power. Thedetuningfrequency Δ𝑓andunloadimpedance 𝑅𝑠are calculated accordingly: 𝑅𝑠=𝑉𝑐 2𝐼0𝐹cos(𝜓), (3) Δ𝑓=𝑛𝑓𝑟𝑓tan(𝜓) 2𝑄𝑠, (4) where𝜓isthedetuningangleand 𝑄𝑠istheunloadquality factor. PI Feed...
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bec6ac61-30a5-4f92-b7e0-b26075f9bee1
small𝐾𝐼resultsinslowconvergenceofthecavityvoltage to the target value. Inthisstudy, 𝐾𝑃issetto1,while 𝐾𝐼ischosenwithinthe range of 0.01 to 0.1. APPLICATION TO HALF Benchmark Test To verify the accuracy of the modified STABLE code, we computed the steady-state bunch distribution in HALF’s triple RF system under opt...
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07938e55-5655-4c55-aa14-838b9b94073b
analytical method results, and the scatter points in blue rep- resent the tracing simulation results. Figure2showsthatthetrackingsimulationresultsclosely match those obtained from the semi-analytic calculation, confirmingthecorrectnessoftheextendedSTABLEcode. All simulations were conducted using a GeForce RTX 4070 GPU,...
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03206ac7-bc9f-4a26-93df-e270f2aca943
of PTBL is positively correlated with both the beam current andtheR/QvalueoftheHC.Therefore,todesigntheHC parameters of the triple RF system effectively, it is essential to study PTBL using tracking simulations. It is commonly believed that adding a higher-order HC with an opposite detuning direction can help dampen th...
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bbf36398-04cc-467e-935f-2d928699d779
PTBLinducedbythelower-orderHC.However,ourtrack- ingresultsshowthatthisassumptionisincorrect. Figure3 presents the tracking results of the beam’s longitudinal mo- tionafter300,000turnsatstandardbeamcurrentusingSTA- BLE. Figure3: Thebunch-by-bunchcenters(bottom)andbunch lengths(top)distributionfor800bunchesatbeamcurrent ...
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727bc576-3f37-4359-a751-b20b44c4737d
Another Bunch Equilibrium Density Distribution Itisworthmentioningthatduringthestudyoftheanoma- lous PTBL phenomenon, an unexpected bunch equilibrium density distribution was observed. When 3HC was set as an ideal cavity and 5HC as apassive cavity (thus no longer providingoptimalbunchstretching),thebunchcenterwas found...
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7c0388c0-b8d6-4efc-b641-354035173aa5
thesynchronousphase. Moreover,thebunchlengthbecomes 7ps, much less than expected. Notably, when the working mode of 5HC was changed to an active cavity, this instability was suppressed under the sametargetcavityvoltage. Thisdemonstratesthatcontrol- lingthecavityvoltagethroughPIfeedbackcaneffectively mitigatetheinstabil...
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a44a0ee5-969a-49f2-b664-06ecd7044ada
phenomenon may be driven by the beam loading of 5HC anddampedby3HC,highlightingacomplexinteractionthat warrants further investigation. CONCLUSION In this paper, we expanded the STABLE code and modu- larized it to facilitate and enhance the study of longitudinal beamdynamicsinatripleRFsystem. Benchmarktestresults indica...
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b8864201-35c0-4b3f-ba8b-712468b6e462
ally, the influence of higher-order modes on longitudinal beam motion will be considered in subsequent research. ACKNOWLEDGEMENTS This work was supported by the National Natural Sci- ence Foundation of China (No.12375324, No.12105284, andNo.11475167)andtheFundamentalResearchFundsfor the Central Universities (No.WK23100...
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1abd05c9-2fb8-4dde-8a2b-1da5b188eb62
[3]G. Bassi, A. Khan, and V. Smaluk, “Bunch lengthening in- duced by a combination of higher-harmonic cavities of differ- entorderinlow-emittancerings”,in Proc. IPAC’24 ,Nashville, TN, USA, May 2024, pp. 2952–2955. doi:10.18429/JACoW-IPAC2024-THBD2 [4]G. Skripka, R. Nagaoka, M. Klein, F. Cullinan, and P. F. Tavares , “...
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b7c0d7b7-445b-48e2-baa5-7e9bf1453085
lationforlongitudinalbeamdynamicsofarbitrarybunchtrains in electron storage rings”, Phys. Rev. Accel. Beams , vol. 24, p. 104401, 2021. doi:10.1103/PhysRevAccelBeams.24.104401 [7]T.L.He,W.W.Li,Z.H.Bai,andW.M.Li,“Analyticformulas fortheD-modeRobinsoninstability”, Phys. Rev. Accel. Beams , vol. 27, p. 064402, 2024. doi:1...
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0fcbcc35-8787-4fc2-b1f1-dd4112c75c68
A UNIVERSAL NUMERICALOPTIMIZATIONFRAMEWORK FOR STUDYING SEEDEDFREE-ELECTRONLASER SCHEMES Zihan Wang, Zhenghe Bai∗, Guangyao Feng† National Synchrotron Radiation Laboratory, USTC, Hefei,China Abstract Seeded free-electron lasers (FELs) have become indis- pensable tools across numerous scientific fields, owing to theirhi...
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1ee72b44-465d-4f92-bca1-c3bf1ab8e865
INTRODUCTION Free-electron lasers (FELs) represent a transforma- tive light source capable of generating high-brightness, megawatt-level pulsed beams with femtosecond-scale du- ration and exceptional spatial-temporal coherence [1]. A leadingapproachtogeneratingshort-wavelengthradiation in the ultraviolet and X-ray regi...
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b4006add-3a3c-49b7-a74c-2db794faf7b5
opticalcomponents. Thispre-bunchedbeamthentraverses an undulator magnet. Within the high-gain FEL regime, theinducedmicro-bunchingisamplifiedthroughcoherent emission and energy extraction, generating intense, fully coherentradiationattheseedwavelengthoritsharmonics. Achievingmicro-bunchingisthemostimportantaspectof see...
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12290df6-19ae-422e-b22b-4621fec943aa
muchhigherharmonicdensitymodulationinthebeamfrom a relatively smallinitialenergymodulation. DifferentseededFELsproducedistinctmicro-bunching patternsduetotheiruniquephasespacemanipulationmech- ∗baizhe@ustc.edu.cn †fenggy@ustc.edu.cnanisms. In this paper, we propose a general-purpose numer- ical framework utilizing inte...
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62795c69-3503-4277-8ec7-b2956b564b11
element definition layer specifies all seed lasers and optical elementsavailablefortheoptimizationprocess,withtheir parameters treated as variables within this framework. The initial beam state defines critical parameters of the initial beam configuration, including beam energy,relative energy spread, and phase space d...
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1a62d68a-5306-4c95-9a7a-244e2543b0fd
First, all available seed lasers, optical elements, and criti- cal parameters of the initial beam configuration are defined in the element definition layer and the initial beam state. Theseinitialconditionsarethenpassedtothe“blackbox” layer for application of IOA. Within this layer, potential schemesaresimulated. Forea...
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4f2f8605-0e02-4e88-a43e-7dc650b456e2
inghigh-performanceseededFELsthatuseonlyseedlasers for energymodulation and chicanes for density modulation. Forsimplicity and generality,we neglectthe process in the last radiator. Considering the synchronization challenges inherentinmulti-lasersystemsandthecomplexityofcon- figuration, we configure the element definit...
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b94b7e76-2c15-4835-a6d4-4e34a1dba416
Element Definition Layer Seed Laser Module Chicane Quadrupole … Initial Beam State (𝑋,𝑋′,𝑌,𝑌′,𝑍,𝛿) Beam Vector : 𝐸0 and 𝜎𝐸 Initial 𝑍−𝛿 Phase Space“Black Box” Layer Intelligent OptimizationFinal Beam State Beam Vector : (𝑋,𝑋′,𝑌,𝑌′,𝑍,𝛿) CalculationAnalysis Final 𝑍−𝛿 Phase SpaceObjective Layer 𝑏𝑛=1 �...
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5f412708-778e-4445-8245-17eb8464ac91
ticbunchingfactordesignatedasoptimizationtargets. For each scheme, the maximum harmonic number at which the bunchingfactorexceeds0.02isdesignatedasitscharacteris- tic harmonic number. The characteristic bunching factor is defined as that corresponding to the characteristic harmonic number. Table1liststherangesofkeypara...
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70537038-aa66-4595-bdaa-4be6518a6b72
a modified characteristic bunching factor. The expressionforthis modifiedcharacteristicbunchingfactoratthe h-th harmoniccan beexpandedas: ̃𝐵(ℎ) = 𝐵(ℎ)−𝑁e⋅𝑓(ℎ) (1) where𝐵(ℎ)isthecharacteristicbunchingfactorforthe h-th harmonic, 𝑁eisthenumberofphysicalelements,and 𝑓(ℎ) isapre-definedevaluationfunctionthatisalwaysp...
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1ee01aad-bd89-442c-aae0-83ac6f84a3d8
anismdiffersfrombothHGHGandEEHG.Forharmonic numbers exceeding 50, the other three schemes utilizing three lasers can also achieve significantly larger bunching factorsthroughpreciseconfigurationsoflasersandchicanes. This optimization frameworksuccessfullyreproduces es- tablished results for HGHG and EEHG while revealin...
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664623cf-35bf-4361-bfee-3dc62cb18a9c
20 40 60 80 100 120 140 160 180 200 Characteristic Harmonic Number0.10.150.20.250.30.35Characteristic Bunching FactorLC LLC LCLC LCLLC LLCLC LCLCLCFigure2: Characteristic harmonic numbers and characteris- tic bunching factors of different schemes from the optimiza- tion framework, where the evaluation function is defin...
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f0f740f8-ab87-40dc-bfda-6b487604b608
EEHG.However,theirconfigurationsareinherentlymore complex. Furthermore, their physical mechanism closely resembles that of EEHG, differing primarily in the addition ofanextrapre-bunchingstage,thusenhancingthebunching factors at specificharmonicnumbers. CONCLUSION In this work, we proposed a universal numerical opti- mi...
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3ea64e4e-6afa-40ba-813c-b95d499e71a2
chicanesalone. This optimization framework enables the discovery of novel seeded FEL configurations. Future work will enhance theframeworkbyincorporatingadditionalphysicalelements andmodifyingtheinitialbeamstate,withthegoalofcon- sidering other physical mechanisms. Our research revealed thatrelyingsolelyonharmonicnumbe...
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b7647aae-86a7-4242-adad-08152e7a6789
[2]E.L. Saldin, E.A. Schneidmiller, and M.V. Yurkov, “Influence of nonlinear effects on statistical properties of the radiation from SASE FEL”, Nucl. Instrum. Methods A, vol. 407, pp. 285–290, 1998. doi:1/zero.alt4.1/zero.alt416/S/zero.alt4168-9/zero.alt4/zero.alt42(98)/zero.alt4/zero.alt4/zero.alt436-9 [3]L.H.Yu,“Gene...
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a838d7e4-2512-4c87-9fd1-855e1492d7c4
MINIMIZING THE FLUCTUATION OF STORAGE RING RESONANCE DRIVING TERMS USING THE STEP-BY-STEP CHROMATICITY COMPENSATION METHOD Wanbin Li∗, Yuejing Huang, Zihan Wang, Bingfeng Wei†, Penghui Yang, Zhenghe Bai‡ NSRL, University of Science and Technology of China, Hefei, China Abstract Our recent studies showed that reducing t...
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a01244c2-f694-45fc-84f0-76615b11e9c4
INTRODUCTION Achieving a large dynamic aperture (DA) is a critical ob- jective in thelattice design of a low-emittance storagering. The numerical approach based on particle tracking is highly powerfulforDAoptimizationbutcomesattheexpenseof highcomputational cost. Theanalytical approachbased on the minimization of reson...
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0ff0eeae-59f8-4936-b47b-2299ccdbe9c9
RDT fluctuations. THE SCC METHOD REVISITED AND MODIFICATION Figure1: Schematicofthestep-by-stepchromaticitycom- pensation method. ∗wanbin_li@mail.ustc.edu.cn †weibf@ustc.edu.cn ‡baizhe@ustc.edu.cnIn the SCC method [3], shown in Fig. 1, the horizontal and vertical chromaticities are corrected by taking 𝑁small steps fro...
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26b28d2c-fa6a-4d4a-aada-d484b4abdb47
becomes indistinguishable, making it hard to identify the best pair for chromaticity correction at each step. Conse- quently, this causes the effectiveness of the SCC method to break down. Ourrecentstudiesfoundaverystrongcorrelationbetween reducing RDT fluctuations and enlarging DA. Based on this correlation, the fluct...
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1e9a6523-33ac-4366-bb57-0ef50b9cecfc
TheHLS-IIIstorageringlattice[4]wasusedtoapplyand validate the SCC method. The optical functions and magnet layoutofthelatticearepresentedinFig.2. Thelatticehas seven families of sextupoles used for chromaticity correc- tion and nonlinear dynamics optimization. To facilitate a comparisonbetweentheSCCmethodwithRDTfluctua...
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7b65d971-2d17-4113-95c6-13872a90b541
beingminimizedandthescanningmethodbasedonparticle tracking, the seven families of sextupoles were regrouped into five, including two focusing ( 𝑆𝐹1,𝑆𝐹 2) and three defo- cusing (𝑆𝐷1,𝑆𝐷 2,𝑆𝐷 3) families. This makes six sextupole pairs for evaluation: ( 𝑆𝐹1,𝑆𝐷 1), (𝑆𝐹1,𝑆𝐷 2), (𝑆𝐹1,𝑆𝐷 3), (𝑆𝐹2,𝑆𝐷...
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86c61ea5-9cdb-400c-8f91-8710a2d9464f
from an arbitrary chromaticity point ( 𝜉𝑥2,𝜉𝑦2) to (𝜉𝑥1,𝜉𝑦1), as shown in Fig. 3. The changes of 𝑓3,rmsalong the three paths are shown in Fig. 4. Figures 3 and 4 demonstrate that the final value of 𝑓3,rmsis essentially identical for a fixed endpoint (𝜉𝑥1,𝜉𝑦1), independent of the chromaticity com- pensatio...
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e07ed2ec-4909-4124-957b-622eae5abfbe
in Fig. 6. Notably, unlike the original SCC method that maximizes the DA area, our SCC method that minimizes RDTfluctuationsavoidsconvergencedegradationevenas 𝑁 increases to a very large value. The fast convergence of the SCCmethodisevidentfromacomparisonbetween 𝑁=10 and𝑁=1000, showing that the overall usage proport...
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9a3a3f64-77b1-4768-b692-d8aa3ed5ad6c
rithm. The DE algorithm was parameterized with the sex- tupolestrengthsasvariables, 𝑓3,rmsastheobjectivefunction, a population size of 100 and a maximum iteration of 60. Figure 7 presents a comparison of the sextupole strengths obtained using the SCC method ( 𝑁= 1000) and the DE algorithm(after60generations),bothwith...
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582919f7-44b7-42e2-b808-c8542f93d940
and 6000. Figure 8 shows the 𝑓3,rmsvalues obtained using the SCC method and the DE algorithm for computation counts of 300(correspondingto 𝑁=50and 3generations),1200( 𝑁 = 200 and 12 generations), and 6000 ( 𝑁= 1000 and 60 generations). A clear observation is that the SCC method converges markedly faster than the DE...
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0f86725a-549d-4562-bf65-35470b1608cb
displayed in the figure. It is seen that the results from the twomethodsareincloseagreement,indicatingthattheSCC method with RDT fluctuations being minimized can rapidly find solution regions with large DAs. Minimizing Third- and Fourth-order RDT Fluctu- ations Figure 10: The 𝑓3,rms+𝑤·𝑓4,rms(𝑤= 0.01 m−1) values obt...
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