Computational Methods for Kinetic Processes in Plasma Physics

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Presentation transcript:

Computational Methods for Kinetic Processes in Plasma Physics Ken Nishikawa National Space Science & Technology Center/UAH October 27, 2011

Context History of Tristan code Major differences with other PIC codes Applications of Tristan code Structure of Tristan code Subroutines Initial settings Jet simulations Reconnections

History of Tristan code 1989: working on the old code written by the assembler language for Cray 1 by Oscar Buneman (failed) 1990: Tri-dimensional Stanford (Tristan) code is developed for solar wind- magnetosphere interaction 1993: Oscar Buneman passed away on January 24 and Computer Space Plasma Physics: Simulation Techniques and Software was published April 1993 – 2001: Global solar wind-magnetosphere interaction was investigated with interstellar magnetic fields (IMFs) 1995: thin jet simulations have been performed 2002 – present: Weibel (filamentation) instability has been investigated 2006 – present: reconnection simulations have been performed 2008: The TristanMPI has been developed by Jacek Niemiec when he was at Iowa State University first used for the investigation of Cosmic ray acceleration 2008 – present: Synthetic radiation has been investigated

Major differences with other PIC codes UPIC: spectral method in general good for avoiding numerical Cherenkov radiation Tristan: conserving current deposit good for MPI and non-periodic boundary conditions

Applications of Tristan code Global solar wind-magnetosphere interaction Relativistic jets

Outline of talk Space Weather research Reconnection in magnetosphere with IMF * southward IMF * duskward IMF Reconnection in astrophysics * Mini-jets in Relativistic jets * Pulsar Nebula New aspects of reconnection in astrophysical jets * additional acceleration mechanism * radiation mechanism for gamma-ray burst? Summary (Courtesy of J. Raeder for some slides)

Aurora Hard to sell space physics: there is not much to see, unlike astronomy! Only at high latitudes: aurora: the TV screen of the magnetosphere. Rarely at low latitudes: geomagnetic storms (1989, 2003). Quite frightening for people in ancient times. Even many scientists who study space physics have not seen aurorae! Thankfully, we have conferences: 1994: ICS2, Fairbanks, AK: very active. 2007: ESA/CLUSTER workshop, Saariselka, Lapland: solar minimum, dooh! 2011: Chapman conference, Fairbanks, AK: better now! Always: cold (-30C) because you can’t see them in daylight. Cheating here: human eyes are less sensitive to green

Geospace After 50+ years of space research and ~100 satellite missions we can draw some pictures and name features and processes: Solar Wind / IMF, bow shock, magnetosheath, magnetopause, reconnection, cusps, boundary layers, tail lobes, plasma sheet, neutral sheet, ring current, radiation belts, field aligned currents, auroral particle precipitation, ionosphere convection, ionosphere layers, TEC, ionosphere currents, ion outflow, thermosphere/density, thermosphere composition, thermosphere winds and tides, ….. Lots of features and processes. Our understanding of how everything works together is still mostly at the cartoon level. We can not claim understanding until we have predictive models.

So, why does the aurora light up: Substorms Substorms are a consequence of reconnection rate imbalance: the nightside rate must balance dayside rate, at least on long scales (>1h) to return flux back to the dayside. During a substorm, first the dayside reconnection rate exceeds the nightside rate: growth phase. Explosive reconnection in the nightside signals the expansion phase with auroral brightening and westward traveling surge. It remains an open question what triggers the expansion phase onset: 2 minute question. If rates balance: steady magnetospheric convection (SMC). Russell, 1993

Reconnection with southward IMF schematic reconnection from Report of the Workshop on Opportunities in Plasma Astrophysics (Nishikawa, JGR, 1997)

Space Physics According to NASA EPO Schematic view of solar wind – magnetosphere interaction

Locations of reconnection in magnetosphere observed by Cluster Courtesy of C. P. Escoubet flank

B null near the cusp 3D Magnetic reconnection Courtesy of C. P. Escoubet [Dunlop et al, PRL, 2009]

Duskward IMF component reconnection (viewed from the Sunward) |B| X = -5RE 3D MHD (White et al. 1998) Crosstail-S is formed with duskward IMF “sash” |B| X = -10RE Bx (Cai et al. GRL, 2006)

◎Time Sequence of IMF Rotation from Bz to By 3000 11,000 0.0 0.1 0.2 -0.2 -0.1 B Bz By Time Step 9000 Northward B z   By This Presentation (preliminary results) - B z  Southward

Cusp Region (Enlarged View) B slicing (meridian plane Z-X) Northward IMF Dusk-Dawn IMF

Cusp Region (Enlarged View) Electron density slicing (meridian plane Z-X) Northward IMF Dawn-Dusk IMF *

Cusp Region (Enlarged View) Ion density slicing (meridian plane Z-X) Northward IMF Dawn-Dusk IMF

Peta-Scale 3D Global Hybrid Simulations (Karimabadi, et al., GRL, to be submitted, 2010) reconnection (courtesy of H. Karimabadi)

Astrophysical Jets Astrophysical jets: outflow of highly collimated plasma Microquasars, Active Galactic Nuclei, Gamma-Ray Bursts, Jet velocity ~c, Relativistic Jets. Generic systems: Compact object(White Dwarf, Neutron Star, Black Hole)+ Accretion Disk Key Problems of Astrophysical Jets Acceleration mechanism and radiation processes Collimation Long term stability M87

Reconnection-Powered Minijets in Blazars Schematic representation of a toroidal current sheet at the boundary of two magnetic domains of opposite polarity, showing orientations of magnetic fields (blue), currents (red) and minijet flows (black arrows) from X-points to O-points. (Nalewajko et al. MNRAS, 413, 333, 2011)

Recent Work for Relativistic Jets Investigate the role of magnetic fields in relativistic jets against three key problems Jet formation Jet acceleration and radiation process Acceleration of particles to very high energy Jet stability Kelvin-Helmholtz instability Current-Driven instability Recent research topics Development of 3D general relativistic MHD (GRMHD) code “RAISHIN” GRMHD simulations of jet formation and radiation from Black Hole magnetosphere A relativistic MHD boost mechanism for relativistic jets Stability analysis of magnetized spine-sheath relativistic jets Particle-In-Cell (PIC) simulations of relativistic jets

Reconnection during merging black hole binary? (Palenzuela, Lehner, & Liebling, Science, 329, 927, 2010)

PIC simulation negligible dissipation with σ = 3, Γ = 20 (Pétri & Lyubarsky, A&A, 2007)

2-D Striped wind simulation Sironi & Spitkovsky, ApJ, 2011

Schematic GRB from a massive stellar progenitor (Meszaros, Science 2001) Prompt emission Polarization ? Simulation box Accelerated particles emit waves at shocks

3-D isosurfaces of z-component of current Jz for narrow jet (γv||=12 electron-ion ambient -Jz (red), +Jz (blue), magnetic field lines (white) t = 59.8ωe-1 Particle acceleration due to the local reconnections during merging current filaments at the nonlinear stage thin filaments merged filaments

Weibel instability in reconnections Electron beam excite the Weibel instability nonrelativistic reconnection (Swisdak, Liu, & Drake ApJ, 2008) relativistic reconnection (Zenitania & Hesse, PoP, 2008) Cracow 2008 conference presentations http://www.oa.uj.edu.pl/cracow2008/Program.html

Radiation from particles in collisionless shock New approach: Calculate radiation from integrating position, velocity, and acceleration of ensemble of particles (electrons and positrons) Hededal, Thesis 2005 (astro-ph/0506559) Nishikawa et al. 2008 (astro-ph/0802.2558) Sironi & Spitkovsky, 2009, ApJ Martins et al. 2009, Proc. of SPIE Vol. 7359 Nishikawa et al. 2011, ASR

electron trajectories Synchrotron radiation from propagating electrons in a uniform magnetic field electron trajectories radiation electric field observed at long distance B θ observer spectra with different viewing angles (helical) θγ = 4.25° gyrating Nishikawa et al. astro-ph/0809.5067

Synchrotron Emission: radiation from accelerated adapted by Kobayashi

Importance of Synchrotron radiation calculated in 3-D system γ = 6, P+ e- counter-streaming jet, no shock generated 3D 2D 6<t<16 6<t<16 32<t<72 32<t<72 Frederiksen et al. ApJL, 2010

Observations and numerical spectrum GRB 080916C a b c d e a ≈ 1 a ≈ 1 Abdo et al. 2009, Science Nishikawa et al. 2010

Summary solar, and astrophysical plasmas Reconnection is ubiquitous in magnetosphere, solar, and astrophysical plasmas Reconnection release Poynting flux to kinetic energy Particles are accelerated by reconnection Reconnection may provide additional time variability in radiation and involve in spectrum evolution and its structure Reconnection near compact objects may contribute to particle acceleration

Gamma-Ray Large Area Space Telescope (FERMI) (launched on June 11, 2008) http://www-glast.stanford.edu/ Compton Gamma-Ray Observatory (CGRO) Burst And Transient Source Experiment (BATSE) (1991-2000) PI: Jerry Fishman Fermi (GLAST) All sky monitor Large Area Telescope (LAT) PI: Peter Michaelson: gamma-ray energies between 20 MeV to about 300 GeV Fermi Gamma-ray Burst Monitor (GBM) PI: Bill Paciaas (UAH) (Chip Meegan (Retired;USRA)): X-rays and gamma rays with energies between 8 keV and 25 MeV (http://gammaray.nsstc.nasa.gov/gbm/) The combination of the GBM and the LAT provides a powerful tool for studying radiation from relativistic jets and gamma-ray bursts, particularly for time-resolved spectral studies over very large energy band.

Structure of Tristan code: Subroutines Main program main loop dump data for rerun and diagnostics accumulate data for radiation input program (include) set parameters for simulations (density, jet velocity, magnetic field, etc) load particles as initial conditions diagnostic program (include) (not active)

Initial settings Jet simulations c number of processors parameter (Nproc=4) parameter (Npx=1,Npy=2,Npz=2) c VIRTUAL PARTICLE array is distributed among processes so that each process c works on nFx*nFy*nFz cells (its subdomain); c !!! y and z domain size MUST BE EQUAL in the present setup: nFy=nFz !!! c FIELD arrays have mFi (mFx,mFy,mFz) elements in each dimension: c nFi plus 3 ghost cells on the "Right" and 2 ghost cells on the "Left" parameter (mx=645,my=11,mz=11) parameter (nFx=(mx-5)/Npx,mFx=nFx+5) parameter (nFy=(my-5)/Npy,mFy=nFy+5) parameter (nFz=(mz-5)/Npz,mFz=nFz+5)

c depending the size of domain in a processor parameter (nptl=2000000) parameter (mb=nptl,mj=1800000) c size of particle communication buffer arrays c ** size is set as for ambient particles that move in one general direction ** c !! check for particle number moving perpendicular to jet flow in Left proc. !! c ** mpass = nFy*nFz*c*DT*adens + 10%-20% ** c ** must be reset for different particle densities ** parameter (mpass=500000) parameter (mdiag=2500) c 2**15-1 parameter (imax=32767) integer size,myid,ierror integer lgrp,comm3d

integer topol integer dims(3),coords(3) logical isperiodic(3),reorder integer FBDRx,FBDRy,FBDRz integer FBDLx,FBDLy,FBDLz integer FBDRxe,FBDLxe integer FBDRxp,FBDLxp integer FBD_BRx,FBD_BRy,FBD_BRz integer FBD_BLx,FBD_BLy,FBD_BLz integer FBD_ERx,FBD_ERy,FBD_ERz integer FBD_ELx,FBD_ELy,FBD_ELz c temporary arrays in 16-bit integers for data dump integer*2 irho,ifx,ify,ifz,ixx,iyy,izz real mi,me

character strb1*6,strb2*6,strb3*6,strb4*6,strb5*6,strb6*6 character strj1*6,strj2*6,strj3*6,strj4*6,strj5*6,strj6*6 character strfb*5,strfe*5 character strin*8 character dir*28,num*3,st01,st02,st03,st0*3,st*4,hyph character step*6,step1,step2,step3,step4,step5 character soutb*3,soute*3,soutd*5,soutv*4 character ndiag*6,nfield*7 character num1,num2,num3 character strpd*6 c electric and magnetic field arrays dimension ex(mFx,mFy,mFz),ey(mFx,mFy,mFz),ez(mFx,mFy,mFz) dimension bx(mFx,mFy,mFz),by(mFx,mFy,mFz),bz(mFx,mFy,mFz) c electric field longitudinal increaments (currents) arrays dimension dex(mFx,mFy,mFz),dey(mFx,mFy,mFz),dez(mFx,mFy,mFz) c ambient ions and electrons positions and velocities arrays dimension xi(mb),yi(mb),zi(mb),ui(mb),vi(mb),wi(mb) dimension xe(mb),ye(mb),ze(mb),ue(mb),ve(mb),we(mb)

c jet ions and electrons positions and velocities arrays dimension xij(mj),yij(mj),zij(mj),uij(mj),vij(mj),wij(mj) dimension xej(mj),yej(mj),zej(mj),uej(mj),vej(mj),wej(mj) c diagnostic arrays (for quantities recorded on the grid) cWR dimension flx(mFx,mFy,mFz),fly(mFx,mFy,mFz),flz(mFx,mFy,mFz) cWR dimension rho(mFx,mFy,mFz) c diagnostic arrays for velocity distribution dimension Cvpar(mdiag),Cvper(mdiag),xpos(mdiag) c integer*2 arrays dimension ifx(mFx,mFy,mFz),ify(mFx,mFy,mFz),ifz(mFx,mFy,mFz) dimension irho(mFx,mFy,mFz) dimension ixx(mb),iyy(mb),izz(mb) c temporary arrays for jet injection c dimension Cseli(msel),Csele(msel) dimension ipsend(4),iprecv(Nproc*4)

cCOL embed "topology" calculation dimension itops(3),itopr(Nproc*3) dimension topol(0:(Nproc-1),3) c smoother array dimension sm(-1:1,-1:1,-1:1) c smoother arrays for combined digital filtering dimension sm1(-1:1,-1:1,-1:1),sm2(-1:1,-1:1,-1:1) dimension sm3(-1:1,-1:1,-1:1) dimension nfilt(16) c initialize MPI c ** "size" must be equal "Nproc"; "myid" is a ID for each process ** common /pparms/ lgrp,comm3d lgrp = MPI_COMM_WORLD call MPI_INIT(ierror) call MPI_COMM_SIZE(lgrp,size,ierror) call MPI_COMM_RANK(lgrp,myid,ierror)

c define virtual topology - assign processes to the domains c 3D Cartesian decomposition c number of processes in each direction dims(1)=Npx dims(2)=Npy dims(3)=Npz c indicate whether the processes at the "ends" are connected c ** y and z directions are periodic ** cJET isperiodic(1)=.false. isperiodic(2)=.true. isperiodic(3)=.true. c changing "reorder" to .true. allows MPI to reorder processes for better c performance - in accordance to the underlying hardware topology reorder =.false. c number of dimensions ndim=3

c create Cartesian decomposition c new communicator "comm3d" created - it must be used for communication c ** in test simulations processes in "comm3d" have the same rank as in ** c ** MPI_COMM_WORLD (is this feature portable to different computers?) ** call MPI_CART_CREATE(lgrp,ndim,dims,isperiodic,reorder, & comm3d,ierror) c find Cartesian coordinates of the process (one can use also "MPI_CART_GET") c ** coordinates run from 0 to Npi-1 ** call MPI_CART_COORDS(comm3d,myid,3,coords,ierror) c call MPI_CART_GET(comm3d,3,dims,isperiodic,coords,ierror) c find ID of the (6) neighbors to the process (through the surfaces) c ** communication is set up in the way that it requires contacting 6 closest ** c ** neighbors only ** c ** second argument in "MPI_CART_SHIFT" is direction, third is shift=1 ** call MPI_CART_SHIFT(comm3d,0,1,nleft,nright,ierror) call MPI_CART_SHIFT(comm3d,1,1,nfront,nrear,ierror) call MPI_CART_SHIFT(comm3d,2,1,nbottom,ntop,ierror)

if (nFy.ne.nFz) then if (myid.eq.1) print *,'Y and Z DOMAIN SIZES MUST BE EQUAL !!!' goto 9999 end if call smoother(sm) c defining the characters for filenames strfb = 'fldb_' strfe = 'flde_' strb1 = 'pambx_' strb2 = 'pamby_' strb3 = 'pambz_' strb4 = 'pambu_' strb5 = 'pambv_' strb6 = 'pambw_'

strj1 = 'pamjx_' strj2 = 'pamjy_' strj3 = 'pamjz_' strj4 = 'pamju_' strj5 = 'pamjv_' strj6 = 'pamjw_' strin = 'inparam_' c diagnostics and partial output files soutb = 'bf_' soute = 'ef_' c soutd = 'dens_' soutd = 'diag_' soutv = 'vel_' c continued