High-order harmonic generation is a nonlinear optical frequency conversion process that occurs during intense ultrafast laser-matter interaction. At the Advanced Laser Light Source laboratory, we use ultrafast laser pulses having diverse wavelengths, spanning visible, near- and mid-infrared ranges, to generate high-order harmonics from laser-ablated plumes in the extreme ultraviolet or soft X-ray region of the electromagnetic spectrum. The Advanced Laser Light Source Laboratory is situated within the Énergie Matériaux Télécommunications Center of the Institut national de la recherche scientifique in Montréal, Quebec, Canada. We focus on generating bright and broadband harmonics by exploiting various types of ultrafast resonances in different species within the laser-ablated plume, and use them for applications in ultrafast spectroscopy, imaging, and AMO science. We are also actively exploring previously unknown physics governing the harmonic generation from different resonances. In this review article, we provide an overview of the recent advancements made in these directions.
高阶谐波产生是在强烈的超快激光与物质相互作用过程中发生的非线性光学频率转换过程。在高级激光光源实验室,我们使用波长不同的超快激光脉冲,跨越可见光、近红外和中红外波段,在电磁波谱的极紫外或软 X 射线区域从激光照射的羽流中产生高阶谐波。先进激光光源实验室位于加拿大魁北克省蒙特利尔市国家科学研究院能源材料电信中心内。我们的工作重点是利用激光照射羽流中不同物种的各种超快共振,产生明亮的宽带谐波,并将其应用于超快光谱学、成像和 AMO 科学。我们还在积极探索先前未知的物理原理,以控制不同共振产生的谐波。在这篇综述文章中,我们将概述这些方向的最新进展。
{"title":"Recent advances in high-order harmonic generation from laser-ablated plumes at the advanced laser light source laboratory","authors":"Mangaljit Singh , Muhammad Ashiq Fareed , Ramin Ghahri Shirinabadi , Romain Marcelino , Feng Zhu , François Légaré , Tsuneyuki Ozaki","doi":"10.1016/j.fpp.2024.100043","DOIUrl":"https://doi.org/10.1016/j.fpp.2024.100043","url":null,"abstract":"<div><p>High-order harmonic generation is a nonlinear optical frequency conversion process that occurs during intense ultrafast laser-matter interaction. At the Advanced Laser Light Source laboratory, we use ultrafast laser pulses having diverse wavelengths, spanning visible, near- and mid-infrared ranges, to generate high-order harmonics from laser-ablated plumes in the extreme ultraviolet or soft X-ray region of the electromagnetic spectrum. The Advanced Laser Light Source Laboratory is situated within the Énergie Matériaux Télécommunications Center of the Institut national de la recherche scientifique in Montréal, Quebec, Canada. We focus on generating bright and broadband harmonics by exploiting various types of ultrafast resonances in different species within the laser-ablated plume, and use them for applications in ultrafast spectroscopy, imaging, and AMO science. We are also actively exploring previously unknown physics governing the harmonic generation from different resonances. In this review article, we provide an overview of the recent advancements made in these directions.</p></div>","PeriodicalId":100558,"journal":{"name":"Fundamental Plasma Physics","volume":"10 ","pages":"Article 100043"},"PeriodicalIF":0.0,"publicationDate":"2024-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772828524000086/pdfft?md5=f5d27778e6916a463feebacd2983686f&pid=1-s2.0-S2772828524000086-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140162552","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-02-29DOI: 10.1016/j.fpp.2024.100042
Matteo Lo Verso , Carolina Introini , Luciana Barucca , Marco Caramello , Matteo Di Prinzio , Francesca Giacobbo , Laura Savoldi , Antonio Cammi
A complete understanding of the stability of fluid flows under varying magnetic field profiles is imperative for achieving control of plasma and operating fluids in the blankets of future fusion reactors. In this context, the primary objective of this study is to investigate the influence of varying magnetic profiles on the flow regime of a generic fluid, which is representative of both thermonuclear plasma and conductive fluids within a nuclear fusion reactor. To this aim in this work non-modal stability theory is adopted to perform stability analysis of a magneto-hydrodynamic (MHD) flow in an infinite circular pipe in order to study the effects of the magnetic field on the fluid dynamics of the pipe flow. In particular, the effects on the general stability of two magnetic field profiles are compared with the reference case of a pipe Poiseuille flow without magnetic field. Firstly, the classic modal stability technique is employed to study asymptotical stability. Then, non-modal stability analysis is applied to magneto-hydrodynamic pipe flow to study the system's response for a finite time immediately after a perturbation. Fourier–Chebyshev Petrov–Galerkin spectral method is used to compute the eigenvalues and pseudospectra of the weak formulation associated with the linearised system. Investigations on the dependence of spectra and transient growths on the specific magnetic profiles are conducted for different values of perturbation wave numbers. The obtained results show that in general the magnetic field has an effect of stabilization on the system, which depends on the specific magnetic profile considered. In addition, the non-modal stability analysis reveals that the inclusion of the magnetic field mitigates the effects of perturbations also in the short term, a phenomenon that cannot be seen using only modal stability analysis.
{"title":"Non-modal stability analysis of magneto-hydrodynamic flow in a single pipe","authors":"Matteo Lo Verso , Carolina Introini , Luciana Barucca , Marco Caramello , Matteo Di Prinzio , Francesca Giacobbo , Laura Savoldi , Antonio Cammi","doi":"10.1016/j.fpp.2024.100042","DOIUrl":"https://doi.org/10.1016/j.fpp.2024.100042","url":null,"abstract":"<div><p>A complete understanding of the stability of fluid flows under varying magnetic field profiles is imperative for achieving control of plasma and operating fluids in the blankets of future fusion reactors. In this context, the primary objective of this study is to investigate the influence of varying magnetic profiles on the flow regime of a generic fluid, which is representative of both thermonuclear plasma and conductive fluids within a nuclear fusion reactor. To this aim in this work non-modal stability theory is adopted to perform stability analysis of a magneto-hydrodynamic (MHD) flow in an infinite circular pipe in order to study the effects of the magnetic field on the fluid dynamics of the pipe flow. In particular, the effects on the general stability of two magnetic field profiles are compared with the reference case of a pipe Poiseuille flow without magnetic field. Firstly, the classic modal stability technique is employed to study asymptotical stability. Then, non-modal stability analysis is applied to magneto-hydrodynamic pipe flow to study the system's response for a finite time immediately after a perturbation. Fourier–Chebyshev Petrov–Galerkin spectral method is used to compute the eigenvalues and pseudospectra of the weak formulation associated with the linearised system. Investigations on the dependence of spectra and transient growths on the specific magnetic profiles are conducted for different values of perturbation wave numbers. The obtained results show that in general the magnetic field has an effect of stabilization on the system, which depends on the specific magnetic profile considered. In addition, the non-modal stability analysis reveals that the inclusion of the magnetic field mitigates the effects of perturbations also in the short term, a phenomenon that cannot be seen using only modal stability analysis.</p></div>","PeriodicalId":100558,"journal":{"name":"Fundamental Plasma Physics","volume":"10 ","pages":"Article 100042"},"PeriodicalIF":0.0,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772828524000074/pdfft?md5=d7b5c6c7363fffb5abbcd378e38787c4&pid=1-s2.0-S2772828524000074-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140030484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-02-29DOI: 10.1016/j.fpp.2024.100038
S. Chintalwad , S. Krishnamurthy , S. Morris , Lap Van Dao , B. Ramakrishna
We studied the γ-ray emission from laser interactions with structured targets of Al and Au. Bremsstrahlung and Non-linear Compton Scattering (NCS) emission are considered for the γ-ray emission using the open source 2-D PIC code EPOCH. Different shapes of the target generated additional hot electrons, which helps to enhance the photon energy in individual cases. The enhancement of photon energy is due to the target's shape and the hot electrons. Hot electron generation and their dynamics, like refluxing behavior, are crucial phenomena in thin targets. This study uses four different shapes of Al and Au targets. The relative strength of emissions from both bremsstrahlung and NCS are compared. The shape of the target enhances the γ-ray energy, electron energy, and emitted photon number and improves the electron beam divergence. The effect of each target shape on hot electrons refluxing behavior and the role of the electric and magnetic fields are discussed in detail.
{"title":"Simulation studies of γ-ray radiation in laser-plasma interactions with structured targets","authors":"S. Chintalwad , S. Krishnamurthy , S. Morris , Lap Van Dao , B. Ramakrishna","doi":"10.1016/j.fpp.2024.100038","DOIUrl":"https://doi.org/10.1016/j.fpp.2024.100038","url":null,"abstract":"<div><p>We studied the <em>γ</em>-ray emission from laser interactions with structured targets of Al and Au. Bremsstrahlung and Non-linear Compton Scattering (NCS) emission are considered for the <em>γ</em>-ray emission using the open source 2-D PIC code EPOCH. Different shapes of the target generated additional hot electrons, which helps to enhance the photon energy in individual cases. The enhancement of photon energy is due to the target's shape and the hot electrons. Hot electron generation and their dynamics, like refluxing behavior, are crucial phenomena in thin targets. This study uses four different shapes of Al and Au targets. The relative strength of emissions from both bremsstrahlung and NCS are compared. The shape of the target enhances the <em>γ</em>-ray energy, electron energy, and emitted photon number and improves the electron beam divergence. The effect of each target shape on hot electrons refluxing behavior and the role of the electric and magnetic fields are discussed in detail.</p></div>","PeriodicalId":100558,"journal":{"name":"Fundamental Plasma Physics","volume":"10 ","pages":"Article 100038"},"PeriodicalIF":0.0,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772828524000037/pdfft?md5=4718a01bdaf817de4d5a53c5c6198ca5&pid=1-s2.0-S2772828524000037-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140041812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-02-22DOI: 10.1016/j.fpp.2024.100039
Shalaka A. Kamble, Sanket Jangale, Somnath Bhopale, S.V. Bhoraskar, M.A. More, V.L. Mathe
Thermal plasma is one of the upcoming powerful tools used for materials processing. It covers a wide range of technological applications such as synthesis of various refractory ceramic materials, metals and alloys, deposition of coatings, high temperature processing of materials as well as disintegration of waste materials. Representative technologically important material systems viz rare earth hexaboride (e.g. GdB6) and carbonaceous materials are focus of the present manuscript. Both the material systems have been processed using DC thermal plasma route and characterized thoroughly for structural, morphological, surface properties using XRD, TEM, XPS respectively. Morphology of GdB6 has been tailored by varying plasma parameters during synthesis. Further, these GdB6 powder were investigated for electron emission performance using Field Electron Emission and maximum current density of 0.5 mA/cm2 was noted for the nanocrystalline GdB6 sample. Feasibility of thermal plasmas for production of nanocrystalline GdB6 and processing of a bio-waste to obtain technologically important carbonaceous materials has also been explored.
{"title":"Thermal plasma processing of technologically important materials","authors":"Shalaka A. Kamble, Sanket Jangale, Somnath Bhopale, S.V. Bhoraskar, M.A. More, V.L. Mathe","doi":"10.1016/j.fpp.2024.100039","DOIUrl":"https://doi.org/10.1016/j.fpp.2024.100039","url":null,"abstract":"<div><p>Thermal plasma is one of the upcoming powerful tools used for materials processing. It covers a wide range of technological applications such as synthesis of various refractory ceramic materials, metals and alloys, deposition of coatings, high temperature processing of materials as well as disintegration of waste materials. Representative technologically important material systems viz rare earth hexaboride (e.g. GdB<sub>6</sub>) and carbonaceous materials are focus of the present manuscript. Both the material systems have been processed using DC thermal plasma route and characterized thoroughly for structural, morphological, surface properties using XRD, TEM, XPS respectively. Morphology of GdB<sub>6</sub> has been tailored by varying plasma parameters during synthesis. Further, these GdB<sub>6</sub> powder were investigated for electron emission performance using Field Electron Emission and maximum current density of 0.5 mA/cm<sup>2</sup> was noted for the nanocrystalline GdB<sub>6</sub> sample. Feasibility of thermal plasmas for production of nanocrystalline GdB<sub>6</sub> and processing of a bio-waste to obtain technologically important carbonaceous materials has also been explored.</p></div>","PeriodicalId":100558,"journal":{"name":"Fundamental Plasma Physics","volume":"10 ","pages":"Article 100039"},"PeriodicalIF":0.0,"publicationDate":"2024-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772828524000049/pdfft?md5=e25eba63e7c12d8be72b88165c195445&pid=1-s2.0-S2772828524000049-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139992704","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-28DOI: 10.1016/j.fpp.2024.100037
M Capitelli , R Celiberto , G Colonna , A Laricchiuta , L D Pietanza
The paper collects and discusses the results obtained in the theoretical investigation of cold plasmas by using a state-to-state self-consistent kinetic approach, coupling chemistry and free electron kinetics. Examples are selected, not only to review the most recent advancements made in updating and extending the chemical model, but also to highlight the role played in all these systems by excited states, either vibrational or electronic, in affecting the plasma evolution in the discharge and in the post-discharge phases in different discharge configurations. The response of the kinetic simulation to the accuracy of the dynamical data describing the collisional processes, to the theoretical scheme adopted for the vibrational levels of molecules, and to the inclusion of the relevant dissociation channels, is discussed also in the light of the comparison with experiments for model validation.
{"title":"The self-consistent approach in cold plasma kinetics: From negative ion sources to molecular activation","authors":"M Capitelli , R Celiberto , G Colonna , A Laricchiuta , L D Pietanza","doi":"10.1016/j.fpp.2024.100037","DOIUrl":"https://doi.org/10.1016/j.fpp.2024.100037","url":null,"abstract":"<div><p>The paper collects and discusses the results obtained in the theoretical investigation of cold plasmas by using a state-to-state self-consistent kinetic approach, coupling chemistry and free electron kinetics. Examples are selected, not only to review the most recent advancements made in updating and extending the chemical model, but also to highlight the role played in all these systems by excited states, either vibrational or electronic, in affecting the plasma evolution in the discharge and in the post-discharge phases in different discharge configurations. The response of the kinetic simulation to the accuracy of the dynamical data describing the collisional processes, to the theoretical scheme adopted for the vibrational levels of molecules, and to the inclusion of the relevant dissociation channels, is discussed also in the light of the comparison with experiments for model validation.</p></div>","PeriodicalId":100558,"journal":{"name":"Fundamental Plasma Physics","volume":"9 ","pages":"Article 100037"},"PeriodicalIF":0.0,"publicationDate":"2024-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772828524000025/pdfft?md5=bac4356e73bd544d81001b1c8655031e&pid=1-s2.0-S2772828524000025-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139675685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-24DOI: 10.1016/j.fpp.2024.100036
S.V. Bulanov , G.M. Grittani , R. Shaisultanov , T.Z. Esirkepov , C.P. Ridgers , S.S. Bulanov , B.K. Russell , A.G.R. Thomas
Radiative cooling of electron beams interacting with counter-propagating electromagnetic waves is analyzed, taking into account the quantum modification of the radiation friction force. Central attention is paid to the evolution of the energy spectrum of electrons accelerated by the laser wake field acceleration mechanism. As an electron beam loses energy to radiation, the mean energy decreases and the form of the energy distribution also changes due to quantum-mechanical spectral broadening.
{"title":"On the energy spectrum evolution of electrons undergoing radiation cooling","authors":"S.V. Bulanov , G.M. Grittani , R. Shaisultanov , T.Z. Esirkepov , C.P. Ridgers , S.S. Bulanov , B.K. Russell , A.G.R. Thomas","doi":"10.1016/j.fpp.2024.100036","DOIUrl":"https://doi.org/10.1016/j.fpp.2024.100036","url":null,"abstract":"<div><p>Radiative cooling of electron beams interacting with counter-propagating electromagnetic waves is analyzed, taking into account the quantum modification of the radiation friction force. Central attention is paid to the evolution of the energy spectrum of electrons accelerated by the laser wake field acceleration mechanism. As an electron beam loses energy to radiation, the mean energy decreases and the form of the energy distribution also changes due to quantum-mechanical spectral broadening.</p></div>","PeriodicalId":100558,"journal":{"name":"Fundamental Plasma Physics","volume":"9 ","pages":"Article 100036"},"PeriodicalIF":0.0,"publicationDate":"2024-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772828524000013/pdfft?md5=63ddd370569c84bb5e44937f8489c06c&pid=1-s2.0-S2772828524000013-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139674615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-10DOI: 10.1016/j.fpp.2023.100032
Keh-Fei Liu
A recent proposal of accelerator based fusion reactor considers a scheme where an ion beam from the accelerator hits the target plasma on the resonance of the fusion reaction so that the reactivity (σv) can be an order of magnitude larger than that of a thermonuclear reactor. One of the important inputs is the stopping power which is needed to assess the energy loss of the beam in the plasma. In this work, we shall use the analytic formulation of Brown, Preston and Singleton [1] to calculate the temperature dependence of the stopping power due to the target , and plasmas in the resonance regions of their respective fusion reactions, i.e., , and . It is found that the calculated stopping power, especially when the quantum corrections are included, does not go down with temperature as fast at . Instead it decreases slower, more like with in the range of T from ∼ 5 to 50 keV for d on t and plasmas around their resonance energies.
最近提出的一个基于加速器的聚变反应堆方案考虑了这样一个问题,即来自加速器的离子束在聚变反应共振时击中目标等离子体,从而使反应性(σv)比热核反应堆大一个数量级。重要的输入之一是评估等离子体中光束能量损失所需的停止功率。在这项工作中,我们将使用 Brown、Preston 和 Singleton [1] 的解析公式来计算目标 t、He3 和 B11 等离子体在各自聚变反应共振区(即 d+t→n+α、d+3He→p+α 和 p+11B→3α)内的停止功率随温度的变化。研究发现,计算出的停止功率,尤其是在包含量子修正的情况下,并没有像 T-3/2 温度那样随温度快速下降。相反,它的下降速度较慢,对于 t 上的 d 和共振能量附近的 He3 等离子体,在 T ∼ 5 到 50 keV 的范围内,它的下降速度更像 T-x,x≤1。
{"title":"Temperature dependence of beam on plasma stopping power in the resonance regions of fusion reactions","authors":"Keh-Fei Liu","doi":"10.1016/j.fpp.2023.100032","DOIUrl":"https://doi.org/10.1016/j.fpp.2023.100032","url":null,"abstract":"<div><p>A recent proposal of accelerator based fusion reactor considers a scheme where an ion beam from the accelerator hits the target plasma on the resonance of the fusion reaction so that the reactivity (<em>σv</em>) can be an order of magnitude larger than that of a thermonuclear reactor. One of the important inputs is the stopping power which is needed to assess the energy loss of the beam in the plasma. In this work, we shall use the analytic formulation of Brown, Preston and Singleton <span>[1]</span> to calculate the temperature dependence of the stopping power due to the target <span><math><mi>t</mi><mo>,</mo><mmultiscripts><mrow><mi>H</mi></mrow><mrow><mi>e</mi></mrow><none></none><mprescripts></mprescripts><none></none><mrow><mn>3</mn></mrow></mmultiscripts></math></span>, and <span><math><mmultiscripts><mrow><mi>B</mi></mrow><mprescripts></mprescripts><none></none><mrow><mn>11</mn></mrow></mmultiscripts></math></span> plasmas in the resonance regions of their respective fusion reactions, i.e., <span><math><mi>d</mi><mo>+</mo><mi>t</mi><mo>→</mo><mi>n</mi><mo>+</mo><mi>α</mi><mo>,</mo><mi>d</mi><mo>+</mo><msup><mrow></mrow><mrow><mn>3</mn></mrow></msup><msub><mrow><mi>H</mi></mrow><mrow><mi>e</mi></mrow></msub><mo>→</mo><mi>p</mi><mo>+</mo><mi>α</mi></math></span>, and <span><math><mi>p</mi><mo>+</mo><msup><mrow></mrow><mrow><mn>11</mn></mrow></msup><mi>B</mi><mo>→</mo><mn>3</mn><mi>α</mi></math></span>. It is found that the calculated stopping power, especially when the quantum corrections are included, does not go down with temperature as fast at <span><math><msup><mrow><mi>T</mi></mrow><mrow><mo>−</mo><mn>3</mn><mo>/</mo><mn>2</mn></mrow></msup></math></span>. Instead it decreases slower, more like <span><math><msup><mrow><mi>T</mi></mrow><mrow><mo>−</mo><mi>x</mi></mrow></msup></math></span> with <span><math><mi>x</mi><mo>≤</mo><mn>1</mn></math></span> in the range of T from ∼ 5 to 50 keV for <em>d</em> on <em>t</em> and <span><math><mmultiscripts><mrow><mi>H</mi></mrow><mrow><mi>e</mi></mrow><none></none><mprescripts></mprescripts><none></none><mrow><mn>3</mn></mrow></mmultiscripts></math></span> plasmas around their resonance energies.</p></div>","PeriodicalId":100558,"journal":{"name":"Fundamental Plasma Physics","volume":"9 ","pages":"Article 100032"},"PeriodicalIF":0.0,"publicationDate":"2023-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772828523000250/pdfft?md5=241a928f1c778f23c5f978e06fee0269&pid=1-s2.0-S2772828523000250-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138570393","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-11-30DOI: 10.1016/j.fpp.2023.100031
Hu-Sheng Li , He Huang , Wei Yang , Cheng-Ran Du
Machine learning methods have been widely used in the investigations of the complex plasmas. In this paper, we demonstrate that the unsupervised convolutional neural network can be applied to obtain the melting line in the two-dimensional complex plasmas based on the Langevin dynamics simulation results. The training samples do not need to be labeled. The resulting melting line coincides with those obtained by the analysis of hexatic order parameter and supervised machine learning method.
{"title":"Identification of the melting line in the two-dimensional complex plasmas using an unsupervised machine learning method","authors":"Hu-Sheng Li , He Huang , Wei Yang , Cheng-Ran Du","doi":"10.1016/j.fpp.2023.100031","DOIUrl":"https://doi.org/10.1016/j.fpp.2023.100031","url":null,"abstract":"<div><p>Machine learning methods have been widely used in the investigations of the complex plasmas. In this paper, we demonstrate that the unsupervised convolutional neural network can be applied to obtain the melting line in the two-dimensional complex plasmas based on the Langevin dynamics simulation results. The training samples do not need to be labeled. The resulting melting line coincides with those obtained by the analysis of hexatic order parameter and supervised machine learning method.</p></div>","PeriodicalId":100558,"journal":{"name":"Fundamental Plasma Physics","volume":"9 ","pages":"Article 100031"},"PeriodicalIF":0.0,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772828523000249/pdfft?md5=c63aa94f1004a4f41799e2b344ba9533&pid=1-s2.0-S2772828523000249-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138501364","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-11-23DOI: 10.1016/j.fpp.2023.100030
Maricarmen A. Winkler , Víctor Muñoz , Felipe A. Asenjo
Nonlinear effects in the propagation of perturbations in a dusty electron-ion plasma are studied, considering fully relativistic wave motion. A multifluid model is considered for the particles, from which a KdV equation can be derived. In general, two different soliton solutions are found depending on the kind of dispersion of the KdV equation. We study when the dispersion coefficient of this equation is positive. In this case, two kinds of behavior are possible, one associated with a slow wave mode, another with a fast wave mode. It is shown that, depending on the value of the system parameters, compressive and/or rarefactive solitons, or no soliton at all, can be found and that relativistic effects for ions are much more relevant than for electrons. It is also found that relativistic effects can strongly decrease the soliton amplitude for the slow mode, whereas for the fast mode they can lead to compressive-rarefactive soliton transitions and vice versa, depending on the dust charge density in both modes.
{"title":"Existence of Korteweg-de Vries solitons and relevance of relativistic effects in a dusty electron-ion plasma","authors":"Maricarmen A. Winkler , Víctor Muñoz , Felipe A. Asenjo","doi":"10.1016/j.fpp.2023.100030","DOIUrl":"https://doi.org/10.1016/j.fpp.2023.100030","url":null,"abstract":"<div><p>Nonlinear effects in the propagation of perturbations in a dusty electron-ion plasma are studied, considering fully relativistic wave motion. A multifluid model is considered for the particles, from which a KdV equation can be derived. In general, two different soliton solutions are found depending on the kind of dispersion of the KdV equation. We study when the dispersion coefficient of this equation is positive. In this case, two kinds of behavior are possible, one associated with a slow wave mode, another with a fast wave mode. It is shown that, depending on the value of the system parameters, compressive and/or rarefactive solitons, or no soliton at all, can be found and that relativistic effects for ions are much more relevant than for electrons. It is also found that relativistic effects can strongly decrease the soliton amplitude for the slow mode, whereas for the fast mode they can lead to compressive-rarefactive soliton transitions and vice versa, depending on the dust charge density in both modes.</p></div>","PeriodicalId":100558,"journal":{"name":"Fundamental Plasma Physics","volume":"9 ","pages":"Article 100030"},"PeriodicalIF":0.0,"publicationDate":"2023-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772828523000237/pdfft?md5=a55773a348dd396b91a28341ed8cdac5&pid=1-s2.0-S2772828523000237-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138501400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-10-17DOI: 10.1016/j.fpp.2023.100027
Matheus S. Palmero, Iberê L. Caldas
In magnetically confined plasma, it is possible to qualitatively describe the magnetic field configuration via phase spaces of suitable symplectic maps. These phase spaces are of mixed type, where chaos coexists with regular motion, and the complete understanding of the complex dynamical evolution of chaotic trajectories is a challenge that, when overcome, may provide further knowledge into the behaviour of confined fusion plasma. This work presents two numerical investigations into characteristics of mixed phase spaces which model distinct magnetic configurations in tokamaks under different perturbation regimes. The first approach relies on a recurrence-based analysis of ensembles of chaotic trajectories to detect open field lines that widely differ from the average. The second focuses on the transient dynamical behaviour of field lines before they escape the systems. These two methods provide insights into the influence of stickiness and invariant manifolds on the evolution of chaotic trajectories, improving our understanding of how these features affect transport and diffusion properties in mixed phase spaces. These theoretical and numerical approaches may enhance our comprehension of confined plasma behaviour and plasma-wall interactions.
{"title":"Confining and escaping magnetic field lines in tokamaks: Analysis via symplectic maps","authors":"Matheus S. Palmero, Iberê L. Caldas","doi":"10.1016/j.fpp.2023.100027","DOIUrl":"https://doi.org/10.1016/j.fpp.2023.100027","url":null,"abstract":"<div><p>In magnetically confined plasma, it is possible to qualitatively describe the magnetic field configuration via phase spaces of suitable symplectic maps. These phase spaces are of mixed type, where chaos coexists with regular motion, and the complete understanding of the complex dynamical evolution of chaotic trajectories is a challenge that, when overcome, may provide further knowledge into the behaviour of confined fusion plasma. This work presents two numerical investigations into characteristics of mixed phase spaces which model distinct magnetic configurations in tokamaks under different perturbation regimes. The first approach relies on a recurrence-based analysis of ensembles of chaotic trajectories to detect open field lines that widely differ from the average. The second focuses on the transient dynamical behaviour of field lines before they escape the systems. These two methods provide insights into the influence of stickiness and invariant manifolds on the evolution of chaotic trajectories, improving our understanding of how these features affect transport and diffusion properties in mixed phase spaces. These theoretical and numerical approaches may enhance our comprehension of confined plasma behaviour and plasma-wall interactions.</p></div>","PeriodicalId":100558,"journal":{"name":"Fundamental Plasma Physics","volume":"8 ","pages":"Article 100027"},"PeriodicalIF":0.0,"publicationDate":"2023-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67739336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}