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Ionisation Calculations using Classical Molecular Dynamics 利用经典分子动力学进行电离计算
Pub Date : 2024-09-02 DOI: arxiv-2409.01078
Daniel Plummer, Pontus Svensson, Dirk O. Gericke, Patrick Hollebon, Sam M. Vinko, Gianluca Gregori
By performing an ensemble of molecular dynamics simulations, themodel-dependent ionisation state is computed for strongly interacting systemsself-consistently. This is accomplished through a free energy minimisationframework based on the technique of thermodynamic integration. To illustratethe method, two simple models applicable to partially ionised hydrogen plasmaare presented in which pair potentials are employed between ions and neutralparticles. Within the models, electrons are either bound in the hydrogen groundstate or distributed in a uniform charge-neutralising background. Particularattention is given to the transition between atomic gas and ionised plasma,where the effect of neutral interactions is explored beyond commonly usedmodels in the chemical picture. Furthermore, pressure ionisation is observedwhen short range repulsion effects are included between neutrals. The developedtechnique is general, and we discuss the applicability to a variety ofmolecular dynamics models for partially ionised warm dense matter.
通过执行分子动力学模拟集合,可以自洽地计算出强相互作用系统的模型依赖电离状态。这是通过基于热力学积分技术的自由能最小化框架实现的。为了说明该方法,介绍了两个适用于部分电离氢等离子体的简单模型,其中离子和中性粒子之间采用了对电位。在这些模型中,电子要么束缚在氢基态中,要么分布在均匀的电荷中和背景中。研究特别关注原子气体和电离等离子体之间的转变,在这一转变中,中性相互作用的影响超出了化学图景中常用的模型。此外,当包括中性之间的短程斥力效应时,还观察到了压力电离。所开发的技术是通用的,我们讨论了它对部分电离的暖致密物质的各种分子动力学模型的适用性。
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引用次数: 0
Thermal conductivity and thermal Hall effect in dense electron-ion plasma 致密电子离子等离子体中的热导率和热霍尔效应
Pub Date : 2024-09-02 DOI: arxiv-2409.01304
Arus Harutyunyan, Armen Sedrakian
In this study, we examine thermal conductivity and the thermal Hall effect inelectron-ion plasmas relevant to hot neutron stars, white dwarfs, and binaryneutron star mergers, focusing on densities found in the outer crusts ofneutron stars and the interiors of white dwarfs. We consider plasma consistingof single species of ions, which could be either iron $isotope[56]{Fe}$,carbon $isotope[12]{C}$, helium $isotope[4]{He}$, or hydrogen$isotope[1]{H}$ nuclei. The temperature range explored is from the meltingtemperature of the solid $Tsim10^9$~K up to $10^{11}$~K. This covers bothdegenerate and non-degenerate electron regimes. We find that thermalconductivity increases with density and temperature for which we provideanalytical scaling relations valid in different regimes. The impact of magneticfields on thermal conductivity is also analyzed, showing anisotropy inlow-density regions and the presence of the thermal Hall effect characterizedby Leduc-Righi coefficient. The transition from degenerate to non-degenerateregime is characterized by a minimum ratio of thermal conductivity totemperature, which is analogous to the minimum observed already in the case ofelectrical conductivity.
在这项研究中,我们研究了与热中子星、白矮星和双中子星合并有关的电子-离子等离子体的热导率和热霍尔效应,重点是在中子星外壳和白矮星内部发现的密度。我们考虑的等离子体由单一种类的离子组成,它们可能是铁(同位素[56]{Fe}$)、碳(同位素[12]{C}$)、氦(同位素[4]{He}$)或氢(同位素[1]{H}$)原子核。探索的温度范围从固体的熔化温度 $Tsim10^9$~K 到 $10^{11}$~K。这涵盖了退化电子和非退化电子两种情况。我们发现热导率随密度和温度的增加而增加,为此我们提供了在不同情况下有效的分析比例关系。我们还分析了磁场对热导率的影响,结果表明在低密度区域存在各向异性,并且存在以勒杜克-里基系数为特征的热霍尔效应。从变性到非变性状态的转变以热导率与温度的最小比值为特征,这与在电导率情况下观察到的最小比值类似。
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引用次数: 0
FUSE (Fusion Synthesis Engine): A Next Generation Framework for Integrated Design of Fusion Pilot Plants FUSE(聚变合成引擎):下一代聚变试验工厂综合设计框架
Pub Date : 2024-09-02 DOI: arxiv-2409.05894
O. Meneghini, T. Slendebroek, B. C. Lyons, K. McLaughlin, J. McClenaghan, L. Stagner, J. Harvey, T. F. Neiser, A. Ghiozzi, G. Dose, J. Guterl, A. Zalzali, T. Cote, N. Shi, D. Weisberg, S. P. Smith, B. A. Grierson, J. Candy
The Fusion Synthesis Engine (FUSE) is a state-of-the-art software suitedesigned to revolutionize fusion power plant design. FUSE integratesfirst-principle models, machine learning, and reduced models into a unifiedframework, enabling comprehensive simulations that go beyond traditional 0Dsystems studies. FUSE's modular structure supports a hierarchy of modelfidelities, from steady-state to time-dependent simulations, allowing for bothpre-conceptual design and operational scenario development. This frameworkaccelerates the design process by enabling self-consistent solutions acrossphysics, engineering, and control systems, minimizing the need for iterativeexpert evaluations. Leveraging modern software practices and parallelcomputing, FUSE also provides multi-objective optimization, balancing cost,efficiency, and operational constraints. Developed in Julia, FUSE is fullyopen-source under the Apache 2.0 license, promoting transparency andcollaboration within the fusion research community.
聚变合成引擎(FUSE)是一款先进的软件套件,旨在彻底改变聚变电站的设计。FUSE 将第一原理模型、机器学习和简化模型集成到一个统一的框架中,实现了超越传统 0D 系统研究的全面模拟。FUSE 的模块化结构支持从稳态模拟到随时间变化的模拟等不同层次的模型保真度,可用于前概念设计和运行方案开发。该框架可在物理学、工程学和控制系统之间实现自洽的解决方案,从而加快设计过程,最大限度地减少对反复专家评估的需求。利用现代软件实践和并行计算,FUSE 还能进行多目标优化,平衡成本、效率和运行约束。FUSE 由 Julia 开发,在 Apache 2.0 许可下完全开源,促进了聚变研究界的透明度和协作。
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引用次数: 0
The role of sputtered atom and ion energy distribution in films deposited by Physical Vapor Deposition: A molecular dynamics approach 物理气相沉积法沉积薄膜中溅射原子和离子能量分布的作用:分子动力学方法
Pub Date : 2024-09-02 DOI: arxiv-2409.01049
Soumya AtmaneGREMI, Maroussiak AlexandreGREMI, Amaël CaillardGREMI, Anne-Lise ThomannGREMI, Movaffaq KatebKTH, Jón Tómas GudmundssonKTH, Pascal BraultGREMI
We present a comparative study of copper film growth with a constant energyneutral beam, thermal evaporation, dc magnetron sputtering, high-power impulsemagnetron sputtering (HiP-IMS), and bipolar HiPIMS, through molecular dynamicssimulations. Experimentally determined energy distribution functions wereutilized to model the deposition processes. Our results indicate significantdifferences in the film quality, growth rate, and substrate erosion between thevarious physical vapor deposition techniques. Bipolar HiPIMS shows thepotential for improved film structure under certain conditions, albeit withincreased substrate erosion. Bipolar +180 V HiPIMS with 10% Cu + ions exhibitedthe best film properties in terms of crystallinity and atomic stress among thePVD processes investigated.
我们通过分子动力学模拟对恒定能量中性束、热蒸发、直流磁控溅射、高功率脉冲磁控溅射(HiP-IMS)和双极 HiPIMS 的铜膜生长过程进行了比较研究。实验确定的能量分布函数被用来模拟沉积过程。我们的研究结果表明,各种物理气相沉积技术在薄膜质量、生长速度和基底侵蚀方面存在明显差异。双极 HiPIMS 显示出在某些条件下改善薄膜结构的潜力,尽管会增加基底侵蚀。在所研究的 PVD 过程中,使用 10% Cu + 离子的双极 +180 V HiPIMS 在结晶度和原子应力方面表现出最佳的薄膜特性。
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引用次数: 0
Including the vacuum field energy in stellarator coil design 在恒星器线圈设计中加入真空场能
Pub Date : 2024-09-02 DOI: arxiv-2409.01268
S. Guinchard, S. R. Hudson, E. J. Paul
Being ``three-dimensional'', stellarators have the advantage that plasmacurrents are not essential for creating rotational-transform; however, theexternal current-carrying coils in stellarators are usually not planar. Reducing the inter-coil electromagnetic forces acting on strongly shaped 3Dcoils while preserving the favorable properties of the ``target'' magneticfield is a design challenge. In this work, we recognize that the inter-coil ${mathbf j} times {mathbfB}$ forces are the gradient of the vacuum magnetic energy, $displaystyle E :=frac{1}{2mu_0}int_{R^3} !!! B^2 , dV$. We introduce an objective functional, ${cal F}equiv Phi_2 + omega E$,built on the usual quadratic flux on a prescribed target surface,$displaystyle Phi_2 := frac{1}{2}int_{cal S} ( {mathbf B} cdot {mathbfn} )^2 , dS$, and the vacuum energy, where $omega$ is a weight penalty. The Euler-Lagrange equation for stationary states is derived, and numericalillustrations are computed using the SIMSOPT code cite{simsopt}.
恒星仪是 "三维 "的,其优势在于等离子体电流对产生旋转转换并不重要;然而,恒星仪中的外部载流线圈通常不是平面的。在保持 "目标 "磁场的有利特性的同时,减少作用在强形状三维线圈上的线圈间电磁力是一项设计挑战。在这项工作中,我们认识到线圈间的${mathbf j}times {mathbfB}$ 力是真空磁能的梯度,$displaystyle E :=frac{1}{2mu_0}int_{R^3}!!!B^2 , dV$.我们引入了一个目标函数,${cal F}equiv Phi_2 + omega E$,它建立在规定目标表面上的通常二次通量上,$displaystyle Phi_2 := frac{1}{2}int_{cal S}( {mathbf B} cdot {mathbfn} )^2 , dS$,以及真空能量,其中$omega$是权重惩罚。推导出了静止态的欧拉-拉格朗日方程,并使用SIMSOPT代码(cite{simsopt})计算了数值说明。
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引用次数: 0
Using Deep Learning to Design High Aspect Ratio Fusion Devices 利用深度学习设计高纵横比融合设备
Pub Date : 2024-08-31 DOI: arxiv-2409.00564
P. Curvo, D. R. Ferreira, R. Jorge
The design of fusion devices is typically based on computationally expensivesimulations. This can be alleviated using high aspect ratio models that employa reduced number of free parameters, especially in the case of stellaratoroptimization where non-axisymmetric magnetic fields with a large parameterspace are optimized to satisfy certain performance criteria. However,optimization is still required to find configurations with properties such aslow elongation, high rotational transform, finite plasma beta, and good fastparticle confinement. In this work, we train a machine learning model toconstruct configurations with favorable confinement properties by finding asolution to the inverse design problem, that is, obtaining a set of model inputparameters for given desired properties. Since the solution of the inverseproblem is non-unique, a probabilistic approach, based on mixture densitynetworks, is used. It is shown that optimized configurations can be generatedreliably using this method.
聚变装置的设计通常基于计算成本高昂的模拟。使用可减少自由参数数量的高纵横比模型可以缓解这一问题,特别是在恒星器优化的情况下,需要对具有较大参数空间的非轴对称磁场进行优化,以满足某些性能标准。然而,要找到具有低伸长率、高旋转变换、有限等离子体贝塔和良好的快速粒子约束等特性的配置,仍然需要进行优化。在这项工作中,我们训练了一个机器学习模型,通过寻找反向设计问题的解,即针对给定的预期特性获得一组模型输入参数,来构建具有良好束缚特性的配置。由于逆问题的解并不唯一,因此采用了基于混合密度网络的概率方法。结果表明,使用这种方法可以可靠地生成优化配置。
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引用次数: 0
Exploring novel compact quasi-axisymmetric stellarators 探索新型紧凑型准轴对称恒星器
Pub Date : 2024-08-31 DOI: arxiv-2409.00523
Tobias M. Schuett, Sophia A. Henneberg
The new class of compact quasi-axisymmetric stellarators with a wide range offield periods offers the unique potential to combine the advantages of the twoleading magnetic confinement fusion devices, tokamaks and stellarators. Here wepresent the first numerical optimization of this class which has so far onlybeen obtained analytically. Our approach finds significantly improvedquasi-axisymmetric equilibria at aspect ratio $< 2.5$, resulting in no lossesof alpha particles at reactor volume while also satisfying improvedmagnetohydrodynamic stability and a self-consistent plasma current.
具有广泛磁场周期的新型紧凑型准轴对称恒星器为结合托卡马克和恒星器这两种领先的磁约束聚变装置的优势提供了独特的潜力。在这里,我们首次对这一类迄今为止只能通过分析获得的装置进行了数值优化。我们的方法发现,在纵横比 $< 2.5$ 时,准轴对称平衡得到了明显改善,反应堆容积中的α粒子没有损失,同时磁流体力学稳定性和自洽等离子体电流也得到了改善。
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引用次数: 0
Diffusive transport of a 2-D magnetized dusty plasma cloud 二维磁化尘埃等离子体云的扩散输运
Pub Date : 2024-08-29 DOI: arxiv-2408.16484
Aman Singh Katariya, Amita Das, Animesh Sharma, Bibhuti Bhushan Sahu
Dusty plasma medium turns out to be an ideal system for studying the stronglycoupled behavior of matter. The large size and slow response make theirdynamics suitable to be captured through simple diagnostic tools. Furthermore,as the charge on individual particles is significantly higher than theelectronic charge, the interaction amongst them can be in a strong couplingregime even at room temperatures and normal densities. Such charged dustparticles are often present in several industrial plasma-based processes andcan have a detrimental influence. For instance, in magnetrons, the sputteringphenomena may be affected by the accumulation of charged impurity clusters. Theobjective here is to understand the transport behavior of these particles inthe presence of an externally applied magnetic field. For this purpose,Molecular Dynamics (MD) simulations are performed using an open-sourcelarge-scale atomic/molecular massively parallel simulator (LAMMPS). Thedependence of the transport coefficient on the applied magnetic field andprevalent collisional processes has been discerned through simulations indetail.
尘埃等离子体介质是研究物质强耦合行为的理想系统。它们体积大、反应慢,适合通过简单的诊断工具来捕捉它们的动力学。此外,由于单个粒子上的电荷明显高于电子电荷,即使在室温和正常密度下,它们之间的相互作用也可能处于强耦合状态。这种带电尘埃粒子经常出现在一些基于等离子体的工业过程中,并可能产生有害影响。例如,在磁控管中,溅射现象可能会受到带电杂质团聚的影响。本文的目的是了解这些粒子在外部磁场作用下的传输行为。为此,我们使用开源的大型原子/分子大规模并行模拟器(LAMMPS)进行了分子动力学(MD)模拟。通过模拟,详细分析了传输系数对外加磁场和普遍碰撞过程的依赖性。
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引用次数: 0
Stabilization of beam heated plasmas by beam modulation 通过束流调制稳定束流加热等离子体
Pub Date : 2024-08-29 DOI: arxiv-2408.16888
Lukas Einkemmer
A constant intensity beam that propagates into a stationary plasma results ina bump-on-tail feature in velocity space. This results in an instability thattransfers kinetic energy from the plasma to the electric field. We show thatthere are intensity profiles for the beam (found by numerical optimization)that can largely suppress this instability and drive the system into a statethat, after the beam has been switched off, remains stable over long times. Themodulated beam intensity requires no feedback, i.e. no knowledge of thephysical system during time evolution is required, and the frequency of themodulation scales approximately inversely with system size, which isparticularly favorable for large plasma systems. We also show that the resultsobtained are robust in the sense that perturbations, e.g. deviation from theoptimized beam profiles, can be tolerated without losing the ability tosuppress the instability.
恒定强度的光束传播到静止的等离子体中时,会在速度空间中产生 "凸尾 "特征。这会导致不稳定性,将动能从等离子体转移到电场。我们的研究表明,有一些光束强度曲线(通过数值优化找到)可以在很大程度上抑制这种不稳定性,并在光束关闭后使系统进入长时间保持稳定的状态。调制光束强度不需要反馈,即不需要了解物理系统在时间演化过程中的情况,而且调制频率与系统大小近似成反比,这对大型等离子体系统特别有利。我们还证明,所获得的结果是稳健的,即可以容忍扰动,例如偏离优化的光束轮廓,而不会失去抑制不稳定性的能力。
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引用次数: 0
Group Conductivity and Nonadiabatic Born Effective Charges of Disordered Metals, Warm Dense Matter and Hot Dense Plasma 无序金属、暖致密物质和热致密等离子体的群电导率和非绝热博恩有效电荷
Pub Date : 2024-08-29 DOI: arxiv-2408.16230
Vidushi Sharma, Alexander J. White
The average ionization state is a critical parameter in plasma models forcharged particle transport, equation of state, and optical response. Thedynamical or nonadiabatic Born effective charge (NBEC), calculated via firstprinciples time-dependent density functional theory, provides exact ionicpartitioning of bulk electron response for both metallic and insulatingmaterials. The NBEC can be trivially transformed into a ''group conductivity",that is, the electron conductivity ascribed to a subset of ions. We show thatfor disordered metallic systems, such as warm dense matter (WDM) and hot denseplasma, the static limit of the NBEC is different from the average ionizationstate, but that the ionization state can be extracted from the groupconductivity even in mixed systems. We demonstrate this approach using a set ofarchetypical examples, including cold and warm aluminium, low- and high-density WDM carbon, and a WDM carbon-beryllium-hydrogen mixture.
平均电离状态是等离子体模型中关于带电粒子传输、状态方程和光学响应的关键参数。通过第一原理随时间变化的密度泛函理论计算得出的动态或非绝热天生有效电荷(NBEC)为金属和绝缘材料的体电子响应提供了精确的离子分区。NBEC 可以简单地转化为 "基团电导率",即归因于离子子集的电子电导率。我们证明,对于无序金属系统,如温致密物质(WDM)和热致密等离子体,NBEC 的静态极限与平均电离态不同,但即使在混合系统中,电离态也可以从群导率中提取出来。我们利用一组典型的例子演示了这种方法,包括冷铝和暖铝、低密度和高密度波长多波长碳以及波长多波长碳-铍-氢混合物。
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引用次数: 0
期刊
arXiv - PHYS - Plasma Physics
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