Decomposition of plasma kinetic entropy into position and velocity space and the use of kinetic entropy in particle-in-cell simulations
Abstract
In this work, we describe a systematic development of kinetic entropy as a diagnostic in fully kinetic particle-in-cell (PIC) simulations and use it to interpret plasma physics processes in heliospheric, planetary, and astrophysical systems. In the beginning, we calculate kinetic entropy in two forms—the “combinatorial” form related to the logarithm of the number of microstates per macrostate and the “continuous” form related to flnf, where f is the particle distribution function. We discuss the advantages and disadvantages of each and discuss subtleties about implementing them in PIC codes. Using collisionless PIC simulations that are two-dimensional in position space and three-dimensional in velocity space, we verify the implementation of the kinetic entropy diagnostics and discuss how to optimize numerical parameters to ensure accurate results. We show the total kinetic entropy is conserved to three percent in an optimized simulation of antiparallel magnetic reconnection. Kinetic entropy can be decomposed into a sum of a position space entropy and a velocity space entropy, and we use this to investigate the nature of kinetic entropy transport during collisionless reconnection. We find the velocity space entropy of both electrons and ions increases in time due to plasma heating during magnetic reconnection, as the position spacemore »
- Authors:
-
- West Virginia Univ., Morgantown, WV (United States)
- Univ. of Calabria (Italy)
- Univ. of Delaware, Newark, DE (United States)
- Univ. of Maryland, College Park, MD (United States)
- Univ. of New Hampshire, Durham, NH (United States)
- NASA Goddard Space Flight Center (GSFC), Greenbelt, MD (United States)
- Space Science Inst., Boulder, CO (United States)
- Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC); Univ. of California, Oakland, CA (United States); Space Science Institute, Boulder, CO (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC)
- OSTI Identifier:
- 1577595
- Grant/Contract Number:
- AC02-05CH11231; SC0019315
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Physics of Plasmas
- Additional Journal Information:
- Journal Volume: 26; Journal Issue: 8; Journal ID: ISSN 1070-664X
- Publisher:
- American Institute of Physics (AIP)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 70 PLASMA PHYSICS AND FUSION TECHNOLOGY
Citation Formats
Liang, Haoming, Cassak, Paul A., Servidio, Sergio, Shay, Michael A., Drake, James F., Swisdak, Marc, Argall, Matt R., Dorelli, John C., Scime, Earl E., Matthaeus, William H., Roytershteyn, Vadim, and Delzanno, Gian Luca. Decomposition of plasma kinetic entropy into position and velocity space and the use of kinetic entropy in particle-in-cell simulations. United States: N. p., 2019.
Web. doi:10.1063/1.5098888.
Liang, Haoming, Cassak, Paul A., Servidio, Sergio, Shay, Michael A., Drake, James F., Swisdak, Marc, Argall, Matt R., Dorelli, John C., Scime, Earl E., Matthaeus, William H., Roytershteyn, Vadim, & Delzanno, Gian Luca. Decomposition of plasma kinetic entropy into position and velocity space and the use of kinetic entropy in particle-in-cell simulations. United States. https://doi.org/10.1063/1.5098888
Liang, Haoming, Cassak, Paul A., Servidio, Sergio, Shay, Michael A., Drake, James F., Swisdak, Marc, Argall, Matt R., Dorelli, John C., Scime, Earl E., Matthaeus, William H., Roytershteyn, Vadim, and Delzanno, Gian Luca. Fri .
"Decomposition of plasma kinetic entropy into position and velocity space and the use of kinetic entropy in particle-in-cell simulations". United States. https://doi.org/10.1063/1.5098888. https://www.osti.gov/servlets/purl/1577595.
@article{osti_1577595,
title = {Decomposition of plasma kinetic entropy into position and velocity space and the use of kinetic entropy in particle-in-cell simulations},
author = {Liang, Haoming and Cassak, Paul A. and Servidio, Sergio and Shay, Michael A. and Drake, James F. and Swisdak, Marc and Argall, Matt R. and Dorelli, John C. and Scime, Earl E. and Matthaeus, William H. and Roytershteyn, Vadim and Delzanno, Gian Luca},
abstractNote = {In this work, we describe a systematic development of kinetic entropy as a diagnostic in fully kinetic particle-in-cell (PIC) simulations and use it to interpret plasma physics processes in heliospheric, planetary, and astrophysical systems. In the beginning, we calculate kinetic entropy in two forms—the “combinatorial” form related to the logarithm of the number of microstates per macrostate and the “continuous” form related to flnf, where f is the particle distribution function. We discuss the advantages and disadvantages of each and discuss subtleties about implementing them in PIC codes. Using collisionless PIC simulations that are two-dimensional in position space and three-dimensional in velocity space, we verify the implementation of the kinetic entropy diagnostics and discuss how to optimize numerical parameters to ensure accurate results. We show the total kinetic entropy is conserved to three percent in an optimized simulation of antiparallel magnetic reconnection. Kinetic entropy can be decomposed into a sum of a position space entropy and a velocity space entropy, and we use this to investigate the nature of kinetic entropy transport during collisionless reconnection. We find the velocity space entropy of both electrons and ions increases in time due to plasma heating during magnetic reconnection, as the position space entropy decreases due to plasma compression. This project uses collisionless simulations, so it cannot address physical dissipation mechanisms; nonetheless, the infrastructure developed here should be useful for studies of collisional or weakly collisional heliospheric, planetary, and astrophysical systems. Beyond reconnection, the diagnostic is expected to be applicable to plasma turbulence and collisionless shocks.},
doi = {10.1063/1.5098888},
journal = {Physics of Plasmas},
number = 8,
volume = 26,
place = {United States},
year = {2019},
month = {8}
}
Web of Science
Works referenced in this record:
Dual Phase-space Cascades in 3D Hybrid-Vlasov–Maxwell Turbulence
journal, March 2018
- Cerri, S. S.; Kunz, M. W.; Califano, F.
- The Astrophysical Journal, Vol. 856, Issue 1
A Mathematical Theory of Communication
journal, July 1948
- Shannon, C. E.
- Bell System Technical Journal, Vol. 27, Issue 3
Kinetic dissipation and anisotropic heating in a turbulent collisionless plasma
journal, March 2009
- Parashar, T. N.; Shay, M. A.; Cassak, P. A.
- Physics of Plasmas, Vol. 16, Issue 3
Kinetic Dissipation Around a Dipolarization Front
journal, May 2018
- Sitnov, M. I.; Merkin, V. G.; Roytershteyn, V.
- Geophysical Research Letters, Vol. 45, Issue 10
Estimating local plasma sheet PV 5/3 from single-spacecraft measurements
journal, January 2006
- Wolf, R. A.; Kumar, V.; Toffoletto, F. R.
- Journal of Geophysical Research, Vol. 111, Issue A12
Three‐dimensional fluid simulations of the nonlinear drift‐resistive ballooning modes in tokamak edge plasmas
journal, October 1993
- Guzdar, P. N.; Drake, J. F.; McCarthy, D.
- Physics of Fluids B: Plasma Physics, Vol. 5, Issue 10
Energy transfer channels and turbulence cascade in Vlasov-Maxwell turbulence
journal, June 2017
- Yang, Yan; Matthaeus, W. H.; Parashar, T. N.
- Physical Review E, Vol. 95, Issue 6
Laboratory space physics: Investigating the physics of space plasmas in the laboratory
journal, May 2018
- Howes, Gregory G.
- Physics of Plasmas, Vol. 25, Issue 5
Magnetospheric Multiscale Observation of Plasma Velocity-Space Cascade: Hermite Representation and Theory
journal, November 2017
- Servidio, S.; Chasapis, A.; Matthaeus, W. H.
- Physical Review Letters, Vol. 119, Issue 20
A kinetic model of plasma turbulence
journal, October 2014
- Servidio, S.; Valentini, F.; Perrone, D.
- Journal of Plasma Physics, Vol. 81, Issue 1
The Diffusion Region in Collisionless Magnetic Reconnection
journal, February 2011
- Hesse, Michael; Neukirch, Thomas; Schindler, Karl
- Space Science Reviews, Vol. 160, Issue 1-4
Three-dimensional particle simulations of collisionless magnetic reconnection
journal, January 2002
- Zeiler, A.
- Journal of Geophysical Research, Vol. 107, Issue A9
Diagnosing collisionless energy transfer using field–particle correlations: gyrokinetic turbulence
journal, July 2017
- Klein, Kristopher G.; Howes, Gregory G.; TenBarge, Jason M.
- Journal of Plasma Physics, Vol. 83, Issue 4
Investigating dynamical complexity in the magnetosphere using various entropy measures: COMPLEXITY IN MAGNETOSPHERE DYNAMICS
journal, June 2009
- Balasis, Georgios; Daglis, Ioannis A.; Papadimitriou, Constantinos
- Journal of Geophysical Research: Space Physics, Vol. 114, Issue A9
Electron Heating in Low Mach Number Perpendicular Shocks. II. Dependence on the Pre-shock Conditions
journal, May 2018
- Guo, Xinyi; Sironi, Lorenzo; Narayan, Ramesh
- The Astrophysical Journal, Vol. 858, Issue 2
Possible generalization of Boltzmann-Gibbs statistics
journal, July 1988
- Tsallis, Constantino
- Journal of Statistical Physics, Vol. 52, Issue 1-2
Electron and Proton Acceleration in Trans-relativistic Magnetic Reconnection: Dependence on Plasma Beta and Magnetization
journal, July 2018
- Ball, David; Sironi, Lorenzo; Özel, Feryal
- The Astrophysical Journal, Vol. 862, Issue 1
A Review of Astrophysical Jets
journal, December 2014
- Beall, James H.
- Acta Polytechnica CTU Proceedings, Vol. 1, Issue 1
On the (Boltzmann) entropy of non-equilibrium systems
journal, June 2004
- Goldstein, S.; Lebowitz, Joel L.
- Physica D: Nonlinear Phenomena, Vol. 193, Issue 1-4
Phase diagram for magnetic reconnection in heliophysical, astrophysical, and laboratory plasmas
journal, November 2011
- Ji, Hantao; Daughton, William
- Physics of Plasmas, Vol. 18, Issue 11
Boltzmann H function and entropy in the plasma sheet : ENTROPY IN THE PLASMA SHEET
journal, May 2009
- Kaufmann, Richard L.; Paterson, William R.
- Journal of Geophysical Research: Space Physics, Vol. 114, Issue A9
Intermittency, coherent structures and dissipation in plasma turbulence
journal, April 2016
- Wan, M.; Matthaeus, W. H.; Roytershteyn, V.
- Physics of Plasmas, Vol. 23, Issue 4
Electron-scale measurements of magnetic reconnection in space
journal, May 2016
- Burch, J. L.; Torbert, R. B.; Phan, T. D.
- Science, Vol. 352, Issue 6290
Onset of reconnection in the near magnetotail: PIC simulations
journal, December 2014
- Liu, Yi‐Hsin; Birn, Joachim; Daughton, William
- Journal of Geophysical Research: Space Physics, Vol. 119, Issue 12
Relativistic Reconnection: an Efficient Source of Non-Thermal Particles
journal, February 2014
- Sironi, Lorenzo; Spitkovsky, Anatoly
- The Astrophysical Journal, Vol. 783, Issue 1
Collisionless Damping of Nonlinear Plasma Oscillations
journal, January 1965
- O'Neil, Thomas
- Physics of Fluids, Vol. 8, Issue 12
Forced magnetic reconnection
journal, January 2005
- Birn, J.
- Geophysical Research Letters, Vol. 32, Issue 6
Entropy is in Flux V3.4
journal, April 2017
- Kadanoff, Leo P.
- Journal of Statistical Physics, Vol. 167, Issue 3-4
Entropy Generation across Earth’s Collisionless Bow Shock
journal, February 2012
- Parks, G. K.; Lee, E.; McCarthy, M.
- Physical Review Letters, Vol. 108, Issue 6
Astrophysical Gyrokinetics: Basic Equations and Linear Theory
journal, November 2006
- Howes, Gregory G.; Cowley, Steven C.; Dorland, William
- The Astrophysical Journal, Vol. 651, Issue 1
Ion and electron heating during magnetic reconnection in weakly collisional plasmas
journal, November 2014
- Numata, Ryusuke; Loureiro, N. F.
- Journal of Plasma Physics, Vol. 81, Issue 2
Nonadiabatic heating in magnetic reconnection
journal, July 2014
- Ma, Xuanye; Otto, Antonius
- Journal of Geophysical Research: Space Physics, Vol. 119, Issue 7
Fast Collisionless Reconnection and Electron Heating in Strongly Magnetized Plasmas
journal, July 2013
- Loureiro, N. F.; Schekochihin, A. A.; Zocco, A.
- Physical Review Letters, Vol. 111, Issue 2
Fundamental issues on kappa-distributions in space plasmas and interplanetary proton distributions
journal, April 2004
- Leubner, M. P.
- Physics of Plasmas, Vol. 11, Issue 4
The transport of plasma sheet material from the distant tail to geosynchronous orbit
journal, September 1998
- Borovsky, Joseph E.; Thomsen, Michelle F.; Elphic, Richard C.
- Journal of Geophysical Research: Space Physics, Vol. 103, Issue A9
The role of dissipation in the theory and simulations of homogeneous plasma turbulence, and resolution of the entropy paradox
journal, October 1994
- Krommes, John A.; Hu, Genze
- Physics of Plasmas, Vol. 1, Issue 10
Nonlinear entropy transfer via zonal flows in gyrokinetic plasma turbulence
journal, February 2012
- Nakata, M.; Watanabe, T. -H.; Sugama, H.
- Physics of Plasmas, Vol. 19, Issue 2
Energy transfer, pressure tensor, and heating of kinetic plasma
journal, July 2017
- Yang, Yan; Matthaeus, William H.; Parashar, Tulasi N.
- Physics of Plasmas, Vol. 24, Issue 7
Inside the Black Box: Magnetic Reconnection and the Magnetospheric Multiscale Mission
journal, March 2016
- Cassak, P. A.
- Space Weather, Vol. 14, Issue 3
Current Sheets and Collisionless Damping in Kinetic Plasma Turbulence
journal, June 2013
- TenBarge, J. M.; Howes, G. G.
- The Astrophysical Journal, Vol. 771, Issue 2
Supernova Remnants at High Energy
journal, September 2008
- Reynolds, Stephen P.
- Annual Review of Astronomy and Astrophysics, Vol. 46, Issue 1
Multiscale Nature of the Dissipation Range in Gyrokinetic Simulations of Alfvénic Turbulence
journal, July 2015
- Told, D.; Jenko, F.; TenBarge, J. M.
- Physical Review Letters, Vol. 115, Issue 2
Plasmoids in relativistic reconnection, from birth to adulthood: first they grow, then they go
journal, July 2016
- Sironi, Lorenzo; Giannios, Dimitrios; Petropoulou, Maria
- Monthly Notices of the Royal Astronomical Society, Vol. 462, Issue 1
Electron Bulk Acceleration and Thermalization at Earth’s Quasiperpendicular Bow Shock
journal, May 2018
- Chen, L. -J.; Wang, S.; Wilson, L. B.
- Physical Review Letters, Vol. 120, Issue 22
On Landau damping
journal, January 2011
- Mouhot, Clément; Villani, Cédric
- Acta Mathematica, Vol. 207, Issue 1
Theory of Interstellar Shocks
journal, September 1993
- Draine, Bruce T.; McKee, Christopher F.
- Annual Review of Astronomy and Astrophysics, Vol. 31, Issue 1
Population Mixing in Asymmetric Magnetic Reconnection with a Guide Field
journal, April 2017
- Hesse, M.; Chen, L. J.; Liu, Y. -H.
- Physical Review Letters, Vol. 118, Issue 14
Energy Dissipation and Landau Damping in two- and Three-Dimensional Plasma Turbulence
journal, November 2016
- Li, Tak Chu; Howes, Gregory G.; Klein, Kristopher G.
- The Astrophysical Journal, Vol. 832, Issue 2
Formation of secondary islands during magnetic reconnection
journal, January 2006
- Drake, J. F.; Swisdak, M.; Schoeffler, K. M.
- Geophysical Research Letters, Vol. 33, Issue 13
Evidence for electron Landau damping in space plasma turbulence
journal, February 2019
- Chen, C. H. K.; Klein, K. G.; Howes, G. G.
- Nature Communications, Vol. 10, Issue 1
On Solving the Coronal Heating Problem
journal, March 2006
- Klimchuk, James A.
- Solar Physics, Vol. 234, Issue 1
Slowing of Magnetic Reconnection Concurrent with Weakening Plasma Inflows and Increasing Collisionality in Strongly Driven Laser-Plasma Experiments
journal, May 2015
- Rosenberg, M. J.; Li, C. K.; Fox, W.
- Physical Review Letters, Vol. 114, Issue 20
On the velocity space discretization for the Vlasov–Poisson system: Comparison between implicit Hermite spectral and Particle-in-Cell methods
journal, January 2016
- Camporeale, E.; Delzanno, G. L.; Bergen, B. K.
- Computer Physics Communications, Vol. 198
Reconnection in a Striped Pulsar Wind
journal, January 2001
- Lyubarsky, Y.; Kirk, J. G.
- The Astrophysical Journal, Vol. 547, Issue 1
Identifying the electron diffusion region in a realistic simulation of Earth's magnetotail: Identifying the EDR
journal, June 2016
- Ashour-Abdalla, Maha; Lapenta, Giovanni; Walker, Raymond
- Geophysical Research Letters, Vol. 43, Issue 12
Fluid moment models for Landau damping with application to the ion-temperature-gradient instability
journal, June 1990
- Hammett, Gregory W.; Perkins, Francis W.
- Physical Review Letters, Vol. 64, Issue 25
The magnetic nature of solar flares
journal, July 2001
- Priest, E. R.; Forbes, T. G.
- The Astronomy and Astrophysics Review, Vol. 10, Issue 4
Entropy conservation in simulations of magnetic reconnection
journal, September 2006
- Birn, J.; Hesse, M.; Schindler, K.
- Physics of Plasmas, Vol. 13, Issue 9
Quantifying gyrotropy in magnetic reconnection
journal, January 2016
- Swisdak, M.
- Geophysical Research Letters, Vol. 43, Issue 1
Fully Kinetic versus Reduced-kinetic Modeling of Collisionless Plasma Turbulence
journal, September 2017
- Grošelj, Daniel; Cerri, Silvio S.; Navarro, Alejandro Bañón
- The Astrophysical Journal, Vol. 847, Issue 1
Magnetospheric Multiscale Overview and Science Objectives
journal, May 2015
- Burch, J. L.; Moore, T. E.; Torbert, R. B.
- Space Science Reviews, Vol. 199, Issue 1-4
Two-Scale Structure of the Electron Dissipation Region during Collisionless Magnetic Reconnection
journal, October 2007
- Shay, M. A.; Drake, J. F.; Swisdak, M.
- Physical Review Letters, Vol. 99, Issue 15
Role of entropy in magnetotail dynamics: ENTROPY IN TAIL DYNAMICS
journal, April 2009
- Birn, J.; Hesse, M.; Schindler, K.
- Journal of Geophysical Research: Space Physics, Vol. 114, Issue A9
Electron Heating in Low-Mach-number Perpendicular Shocks. I. Heating Mechanism
journal, December 2017
- Guo, Xinyi; Sironi, Lorenzo; Narayan, Ramesh
- The Astrophysical Journal, Vol. 851, Issue 2
Turbulence Heating ObserveR – satellite mission proposal
journal, September 2016
- Vaivads, A.; Retinò, A.; Soucek, J.
- Journal of Plasma Physics, Vol. 82, Issue 5
Entropy distribution in the plasma sheet: ENTROPY DISTRIBUTION IN THE PLASMA SHEET
journal, August 2011
- Kaufmann, Richard L.; Paterson, William R.
- Journal of Geophysical Research: Space Physics, Vol. 116, Issue A8
Geospace Environmental Modeling (GEM) Magnetic Reconnection Challenge
journal, March 2001
- Birn, J.; Drake, J. F.; Shay, M. A.
- Journal of Geophysical Research: Space Physics, Vol. 106, Issue A3
New Measure of the Dissipation Region in Collisionless Magnetic Reconnection
journal, May 2011
- Zenitani, Seiji; Hesse, Michael; Klimas, Alex
- Physical Review Letters, Vol. 106, Issue 19
A simple, analytical model of collisionless magnetic reconnection in a pair plasma
journal, October 2009
- Hesse, Michael; Zenitani, Seiji; Kuznetsova, Masha
- Physics of Plasmas, Vol. 16, Issue 10
The Evolution and Structure of Pulsar Wind Nebulae
journal, September 2006
- Gaensler, Bryan M.; Slane, Patrick O.
- Annual Review of Astronomy and Astrophysics, Vol. 44, Issue 1
Undamped electrostatic plasma waves
journal, September 2012
- Valentini, F.; Perrone, D.; Califano, F.
- Physics of Plasmas, Vol. 19, Issue 9
Is steady convection possible in the Earth's magnetotail?
journal, November 1980
- Erickson, G. M.; Wolf, R. A.
- Geophysical Research Letters, Vol. 7, Issue 11
Nonlinear Phase Mixing and Phase-Space Cascade of Entropy in Gyrokinetic Plasma Turbulence
journal, June 2009
- Tatsuno, T.; Dorland, W.; Schekochihin, A. A.
- Physical Review Letters, Vol. 103, Issue 1
Electron and Proton Heating in Transrelativistic Magnetic Reconnection
journal, November 2017
- Rowan, Michael E.; Sironi, Lorenzo; Narayan, Ramesh
- The Astrophysical Journal, Vol. 850, Issue 1
Relativistic entropy and related Boltzmann kinetics
journal, May 2009
- Kaniadakis, G.
- The European Physical Journal A, Vol. 40, Issue 3
Spectral Approach to Plasma Kinetic Simulations Based on Hermite Decomposition in the Velocity Space
journal, August 2018
- Roytershteyn, Vadim; Delzanno, Gian Luca
- Frontiers in Astronomy and Space Sciences, Vol. 5
Evidence of critical balance in kinetic Alfvén wave turbulence simulations
journal, May 2012
- TenBarge, J. M.; Howes, G. G.
- Physics of Plasmas, Vol. 19, Issue 5
Astrophysical Gyrokinetics: Kinetic and Fluid Turbulent Cascades in Magnetized Weakly Collisional Plasmas
journal, May 2009
- Schekochihin, A. A.; Cowley, S. C.; Dorland, W.
- The Astrophysical Journal Supplement Series, Vol. 182, Issue 1
Permutation Entropy Analysis of Magnetic Field Turbulence at 1AU Revisited
journal, January 2019
- Olivier, C. P.; Engelbrecht, N. E.; Strauss, R. D.
- Journal of Geophysical Research: Space Physics, Vol. 124, Issue 1
Entropy production and collisionless fluid closure
journal, October 2009
- Sarazin, Y.; Dif-Pradalier, G.; Zarzoso, D.
- Plasma Physics and Controlled Fusion, Vol. 51, Issue 11
Kinetic Structure of the Electron Diffusion Region in Antiparallel Magnetic Reconnection
journal, February 2011
- Ng, J.; Egedal, J.; Le, A.
- Physical Review Letters, Vol. 106, Issue 6
What do we really know about collisionless shocks?
journal, January 1997
- Krall, N. A.
- Advances in Space Research, Vol. 20, Issue 4-5
Kinetic simulation of steady states of ion temperature gradient driven turbulence with weak collisionality
journal, April 2004
- Watanabe, T. -H.; Sugama, H.
- Physics of Plasmas, Vol. 11, Issue 4
Magnetic flux and particle transport in the plasma sheet
journal, January 2006
- Kaufmann, Richard L.; Paterson, William R.
- Journal of Geophysical Research, Vol. 111, Issue A10
Forced magnetic reconnection
journal, October 2017
- Vekstein, G.
- Journal of Plasma Physics, Vol. 83, Issue 5
Entropy is in flux V3.4
journal, February 2016
- Kadanoff, Leo P.
- International Journal of Modern Physics B
A Mathematical Theory of Communication
journal, October 1948
- Shannon, C. E.
- Bell System Technical Journal, Vol. 27, Issue 4
Introduction to space physics
journal, January 1995
- Lysak, R. L.
- Eos, Transactions American Geophysical Union, Vol. 76, Issue 49
A Review of Astrophysical Jets
conference, May 2018
- Beall, James H.
- Proceedings of XII Multifrequency Behaviour of High Energy Cosmic Sources Workshop — PoS(MULTIF2017)
Introduction to Space Physics
journal, March 1996
- Robinson, Terry
- European Journal of Physics, Vol. 17, Issue 2
Plasma physics via computer simulation
journal, September 1986
- Tajima, T.
- Computer Physics Communications, Vol. 42, Issue 1
Introduction to space physics
journal, November 1996
- Antonova, E. E.
- Journal of Atmospheric and Terrestrial Physics, Vol. 58, Issue 15
A Review of Astrophysical Jets
conference, October 2016
- Beall, James H.
- Proceedings of XI Multifrequency Behaviour of High Energy Cosmic Sources Workshop — PoS(MULTIF15)
Astrophysical gyrokinetics: kinetic and fluid turbulent cascades in magnetized weakly collisional plasmas
text, January 2007
- Schekochihin, A. A.; Cowley, S. C.; Dorland, W.
- arXiv
Nonlinear phase mixing and phase-space cascade of entropy in gyrokinetic plasma turbulence
text, January 2008
- Tatsuno, T.; Dorland, W.; Schekochihin, A. A.
- arXiv
New Measure of the Dissipation Region in Collisionless Magnetic Reconnection
text, January 2011
- Zenitani, Seiji; Hesse, Michael; Klimas, Alex
- arXiv
Phase Diagram for Magnetic Reconnection in Heliophysical, Astrophysical and Laboratory Plasmas
text, January 2011
- Ji, Hantao; Daughton, William
- arXiv
Current Sheets and Collisionless Damping in Kinetic Plasma Turbulence
text, January 2013
- TenBarge, J. M.; Howes, G. G.
- arXiv
Energy Dissipation and Landau Damping in Two- and Three-Dimensional Plasma Turbulence
text, January 2015
- Li, Tak Chu; Howes, Gregory G.; Klein, Kristopher G.
- arXiv
Plasmoids in relativistic reconnection, from birth to adulthood: first they grow, then they go
text, January 2016
- Sironi, L.; Giannios, D.; Petropoulou, M.
- arXiv
Diagnosing collisionless energy transfer using field-particle correlations: gyrokinetic turbulence
text, January 2017
- Klein, Kristopher G.; Howes, Gregory G.; TenBarge, Jason M.
- arXiv
Magnetosperic Multiscale (MMS) observation of plasma velocity-space cascade: Hermite representation and theory
text, January 2017
- Servidio, S.; Chasapis, A.; Matthaeus, W. H.
- arXiv
Electron and proton heating in trans-relativistic magnetic reconnection
text, January 2017
- Rowan, Michael E.; Sironi, Lorenzo; Narayan, Ramesh
- arXiv
Electron Heating in Low Mach Number Perpendicular shocks. I. Heating Mechanism
text, January 2017
- Guo, Xinyi; Sironi, Lorenzo; Narayan, Ramesh
- arXiv
Electron Heating in Low Mach Number Perpendicular shocks. II. Dependence on the Pre-Shock Conditions
text, January 2017
- Guo, Xinyi; Sironi, Lorenzo; Narayan, Ramesh
- arXiv
Laboratory Space Physics: Investigating the Physics of Space Plasmas in the Laboratory
text, January 2018
- Howes, Gregory G.
- arXiv
Dual phase-space cascades in 3D hybrid-Vlasov-Maxwell turbulence
text, January 2018
- Cerri, S. S.; Kunz, M. W.; Califano, F.
- arXiv
Electron and Proton Acceleration in Trans-Relativistic Magnetic Reconnection: Dependence on Plasma Beta and Magnetization
text, January 2018
- Ball, David; Sironi, Lorenzo; Özel, Feryal
- arXiv
Evidence for Electron Landau Damping in Space Plasma Turbulence
text, January 2019
- Chen, C. H. K.; Klein, K. G.; Howes, G. G.
- arXiv
Astrophysical Gyrokinetics: Basic Equations and Linear Theory
text, January 2005
- Howes, Gregory G.; Cowley, Steven C.; Dorland, William
- arXiv
Works referencing / citing this record:
Proton–Proton Collisions in the Turbulent Solar Wind: Hybrid Boltzmann–Maxwell Simulations
journal, December 2019
- Pezzi, O.; Perrone, D.; Servidio, S.
- The Astrophysical Journal, Vol. 887, Issue 2
Proton-proton collisions in the turbulent solar wind: Hybrid Boltzmann-Maxwell simulations
text, January 2019
- Pezzi, O.; Perrone, D.; Servidio, S.
- arXiv