The electron cyclotron drift instability: a comparison of particle-in-cell and continuum Vlasov simulations
The linear and nonlinear characteristics of the electron cyclotron drift instability (ECDI) have been studied through the particle-in-cell (PIC) and continuum Vlasov simulation methods in connection with the effects of the azimuthal length (in the \(E \times B\) direction) on the simulations. Simula...
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description | The linear and nonlinear characteristics of the electron cyclotron drift instability (ECDI) have been studied through the particle-in-cell (PIC) and continuum Vlasov simulation methods in connection with the effects of the azimuthal length (in the \(E \times B\) direction) on the simulations. Simulation results for a long azimuthal length (17.82 cm \(= 627\;v_d/\omega_{ce}\), where \(\omega_{ce}\) is the electron cyclotron frequency and \(v_d\) is the \(E\times B\) drift of the electrons) are reported, for which a high resolution is achieved in Fourier space. For simulations with a long azimuthal length, the linear growth rates of the PIC simulations show a considerable discrepancy with the theory, whereas the linear growth rate of the Vlasov simulations remains close to the theory. In the nonlinear regime, the inverse cascade is shown in both PIC and Vlasov simulations with a sufficiently large azimuthal length. In simulations with a short azimuthal length, however, the inverse cascade is barely observed. Instead, the PIC simulations with a short azimuthal length (0.5625 cm \(=19.8\;v_d/\omega_{ce}\)) show an essentially continuous nonlinear dispersion, similar to what is predicted by the ion-sound turbulence theory. It is shown that, in the PIC and Vlasov simulations, the inverse cascade coincides with the formation and merging of electron structures in phase space. This process, however, terminates differently in the PIC simulations compared with the Vlasov simulations. Larger amplitudes of ECDI fluctuations are observed in the PIC simulations compared with the Vlasov simulations, leading to an intensified electron heating and anomalous current. This suggests that the statistical noise of PIC simulations might contribute to the extreme electron heating that has been observed in previous studies. |
doi_str_mv | 10.48550/arxiv.2211.05892 |
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fullrecord | <record><control><sourceid>proquest_arxiv</sourceid><recordid>TN_cdi_arxiv_primary_2211_05892</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2736061812</sourcerecordid><originalsourceid>FETCH-LOGICAL-a952-c9e202065b0889af7dd00d1073c5ecc448796eb77702566652b5319064a99c1d3</originalsourceid><addsrcrecordid>eNotkE1LAzEURYMgWGp_gCsDrqcmL5Nk4k6KX1BwU9wOmUwGU9OkJpli_71j6-pdeIfL5SB0Q8mybjgn9zr9uMMSgNIl4Y2CCzQDxmjV1ABXaJHzlhACQgLnbIa-Np8WW29NSTFgczQ-nlKf3FCwC7noznlXjg9YYxN3e51cnv5xwFMsznhbuVAZ6z3WoZ-QUFwYxx3-8DrHA85uN3pdXAz5Gl0O2me7-L9ztHl-2qxeq_X7y9vqcV1pxaEyygIBInhHmkbpQfY9IT0lkhlujanrRiphOyklAS6E4NBxRhURtVbK0J7N0e259mSi3Se30-nY_hlpT0Ym4u5M7FP8Hm0u7TaOKUybWpBMEEEbCuwXkARkbw</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2736061812</pqid></control><display><type>article</type><title>The electron cyclotron drift instability: a comparison of particle-in-cell and continuum Vlasov simulations</title><source>arXiv.org</source><source>Free E- Journals</source><creator>Tavassoli, Arash ; Zadeh, Mina Papahn ; Smolyakov, Andrei ; Shoucri, Magdi ; Spiteri, Raymond J</creator><creatorcontrib>Tavassoli, Arash ; Zadeh, Mina Papahn ; Smolyakov, Andrei ; Shoucri, Magdi ; Spiteri, Raymond J</creatorcontrib><description>The linear and nonlinear characteristics of the electron cyclotron drift instability (ECDI) have been studied through the particle-in-cell (PIC) and continuum Vlasov simulation methods in connection with the effects of the azimuthal length (in the \(E \times B\) direction) on the simulations. Simulation results for a long azimuthal length (17.82 cm \(= 627\;v_d/\omega_{ce}\), where \(\omega_{ce}\) is the electron cyclotron frequency and \(v_d\) is the \(E\times B\) drift of the electrons) are reported, for which a high resolution is achieved in Fourier space. For simulations with a long azimuthal length, the linear growth rates of the PIC simulations show a considerable discrepancy with the theory, whereas the linear growth rate of the Vlasov simulations remains close to the theory. In the nonlinear regime, the inverse cascade is shown in both PIC and Vlasov simulations with a sufficiently large azimuthal length. In simulations with a short azimuthal length, however, the inverse cascade is barely observed. Instead, the PIC simulations with a short azimuthal length (0.5625 cm \(=19.8\;v_d/\omega_{ce}\)) show an essentially continuous nonlinear dispersion, similar to what is predicted by the ion-sound turbulence theory. It is shown that, in the PIC and Vlasov simulations, the inverse cascade coincides with the formation and merging of electron structures in phase space. This process, however, terminates differently in the PIC simulations compared with the Vlasov simulations. Larger amplitudes of ECDI fluctuations are observed in the PIC simulations compared with the Vlasov simulations, leading to an intensified electron heating and anomalous current. This suggests that the statistical noise of PIC simulations might contribute to the extreme electron heating that has been observed in previous studies.</description><identifier>EISSN: 2331-8422</identifier><identifier>DOI: 10.48550/arxiv.2211.05892</identifier><language>eng</language><publisher>Ithaca: Cornell University Library, arXiv.org</publisher><subject>Cyclotrons ; Electron drift instability ; Heating ; Noise (mathematics) ; Particle in cell technique ; Physics - Computational Physics ; Physics - Plasma Physics ; Simulation</subject><ispartof>arXiv.org, 2023-03</ispartof><rights>2023. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>http://creativecommons.org/licenses/by-nc-nd/4.0</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>228,230,780,784,885,27925</link.rule.ids><backlink>$$Uhttps://doi.org/10.48550/arXiv.2211.05892$$DView paper in arXiv$$Hfree_for_read</backlink><backlink>$$Uhttps://doi.org/10.1063/5.0134457$$DView published paper (Access to full text may be restricted)$$Hfree_for_read</backlink></links><search><creatorcontrib>Tavassoli, Arash</creatorcontrib><creatorcontrib>Zadeh, Mina Papahn</creatorcontrib><creatorcontrib>Smolyakov, Andrei</creatorcontrib><creatorcontrib>Shoucri, Magdi</creatorcontrib><creatorcontrib>Spiteri, Raymond J</creatorcontrib><title>The electron cyclotron drift instability: a comparison of particle-in-cell and continuum Vlasov simulations</title><title>arXiv.org</title><description>The linear and nonlinear characteristics of the electron cyclotron drift instability (ECDI) have been studied through the particle-in-cell (PIC) and continuum Vlasov simulation methods in connection with the effects of the azimuthal length (in the \(E \times B\) direction) on the simulations. Simulation results for a long azimuthal length (17.82 cm \(= 627\;v_d/\omega_{ce}\), where \(\omega_{ce}\) is the electron cyclotron frequency and \(v_d\) is the \(E\times B\) drift of the electrons) are reported, for which a high resolution is achieved in Fourier space. For simulations with a long azimuthal length, the linear growth rates of the PIC simulations show a considerable discrepancy with the theory, whereas the linear growth rate of the Vlasov simulations remains close to the theory. In the nonlinear regime, the inverse cascade is shown in both PIC and Vlasov simulations with a sufficiently large azimuthal length. In simulations with a short azimuthal length, however, the inverse cascade is barely observed. Instead, the PIC simulations with a short azimuthal length (0.5625 cm \(=19.8\;v_d/\omega_{ce}\)) show an essentially continuous nonlinear dispersion, similar to what is predicted by the ion-sound turbulence theory. It is shown that, in the PIC and Vlasov simulations, the inverse cascade coincides with the formation and merging of electron structures in phase space. This process, however, terminates differently in the PIC simulations compared with the Vlasov simulations. Larger amplitudes of ECDI fluctuations are observed in the PIC simulations compared with the Vlasov simulations, leading to an intensified electron heating and anomalous current. This suggests that the statistical noise of PIC simulations might contribute to the extreme electron heating that has been observed in previous studies.</description><subject>Cyclotrons</subject><subject>Electron drift instability</subject><subject>Heating</subject><subject>Noise (mathematics)</subject><subject>Particle in cell technique</subject><subject>Physics - Computational Physics</subject><subject>Physics - Plasma Physics</subject><subject>Simulation</subject><issn>2331-8422</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GOX</sourceid><recordid>eNotkE1LAzEURYMgWGp_gCsDrqcmL5Nk4k6KX1BwU9wOmUwGU9OkJpli_71j6-pdeIfL5SB0Q8mybjgn9zr9uMMSgNIl4Y2CCzQDxmjV1ABXaJHzlhACQgLnbIa-Np8WW29NSTFgczQ-nlKf3FCwC7noznlXjg9YYxN3e51cnv5xwFMsznhbuVAZ6z3WoZ-QUFwYxx3-8DrHA85uN3pdXAz5Gl0O2me7-L9ztHl-2qxeq_X7y9vqcV1pxaEyygIBInhHmkbpQfY9IT0lkhlujanrRiphOyklAS6E4NBxRhURtVbK0J7N0e259mSi3Se30-nY_hlpT0Ym4u5M7FP8Hm0u7TaOKUybWpBMEEEbCuwXkARkbw</recordid><startdate>20230306</startdate><enddate>20230306</enddate><creator>Tavassoli, Arash</creator><creator>Zadeh, Mina Papahn</creator><creator>Smolyakov, Andrei</creator><creator>Shoucri, Magdi</creator><creator>Spiteri, Raymond J</creator><general>Cornell University Library, arXiv.org</general><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>GOX</scope></search><sort><creationdate>20230306</creationdate><title>The electron cyclotron drift instability: a comparison of particle-in-cell and continuum Vlasov simulations</title><author>Tavassoli, Arash ; Zadeh, Mina Papahn ; Smolyakov, Andrei ; Shoucri, Magdi ; Spiteri, Raymond J</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a952-c9e202065b0889af7dd00d1073c5ecc448796eb77702566652b5319064a99c1d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Cyclotrons</topic><topic>Electron drift instability</topic><topic>Heating</topic><topic>Noise (mathematics)</topic><topic>Particle in cell technique</topic><topic>Physics - Computational Physics</topic><topic>Physics - Plasma Physics</topic><topic>Simulation</topic><toplevel>online_resources</toplevel><creatorcontrib>Tavassoli, Arash</creatorcontrib><creatorcontrib>Zadeh, Mina Papahn</creatorcontrib><creatorcontrib>Smolyakov, Andrei</creatorcontrib><creatorcontrib>Shoucri, Magdi</creatorcontrib><creatorcontrib>Spiteri, Raymond J</creatorcontrib><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><collection>arXiv.org</collection><jtitle>arXiv.org</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tavassoli, Arash</au><au>Zadeh, Mina Papahn</au><au>Smolyakov, Andrei</au><au>Shoucri, Magdi</au><au>Spiteri, Raymond J</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The electron cyclotron drift instability: a comparison of particle-in-cell and continuum Vlasov simulations</atitle><jtitle>arXiv.org</jtitle><date>2023-03-06</date><risdate>2023</risdate><eissn>2331-8422</eissn><abstract>The linear and nonlinear characteristics of the electron cyclotron drift instability (ECDI) have been studied through the particle-in-cell (PIC) and continuum Vlasov simulation methods in connection with the effects of the azimuthal length (in the \(E \times B\) direction) on the simulations. Simulation results for a long azimuthal length (17.82 cm \(= 627\;v_d/\omega_{ce}\), where \(\omega_{ce}\) is the electron cyclotron frequency and \(v_d\) is the \(E\times B\) drift of the electrons) are reported, for which a high resolution is achieved in Fourier space. For simulations with a long azimuthal length, the linear growth rates of the PIC simulations show a considerable discrepancy with the theory, whereas the linear growth rate of the Vlasov simulations remains close to the theory. In the nonlinear regime, the inverse cascade is shown in both PIC and Vlasov simulations with a sufficiently large azimuthal length. In simulations with a short azimuthal length, however, the inverse cascade is barely observed. Instead, the PIC simulations with a short azimuthal length (0.5625 cm \(=19.8\;v_d/\omega_{ce}\)) show an essentially continuous nonlinear dispersion, similar to what is predicted by the ion-sound turbulence theory. It is shown that, in the PIC and Vlasov simulations, the inverse cascade coincides with the formation and merging of electron structures in phase space. This process, however, terminates differently in the PIC simulations compared with the Vlasov simulations. Larger amplitudes of ECDI fluctuations are observed in the PIC simulations compared with the Vlasov simulations, leading to an intensified electron heating and anomalous current. This suggests that the statistical noise of PIC simulations might contribute to the extreme electron heating that has been observed in previous studies.</abstract><cop>Ithaca</cop><pub>Cornell University Library, arXiv.org</pub><doi>10.48550/arxiv.2211.05892</doi><oa>free_for_read</oa></addata></record> |
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subjects | Cyclotrons Electron drift instability Heating Noise (mathematics) Particle in cell technique Physics - Computational Physics Physics - Plasma Physics Simulation |
title | The electron cyclotron drift instability: a comparison of particle-in-cell and continuum Vlasov simulations |
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