Non-equilibrium Photoionization
Non-equilibrium Photoionization
and Hydrodynamic Simulations
and Hydrodynamic Simulations
of Starburst-driven Outflows
of Starburst-driven Outflows
Starburst-driven Outflow (Romero+ 2018, Strickland+ 2003)
Ashkbiz Danehkar
Department of Astronomy, University of Michigan
danehkar@umich.edu
In Collaborations with: Sally Oey, and Will Gray
Fourth Virtual Workshop on Numerical Modeling in MHD and Plasma Physics (MHD-PP), October 13, 2021
13 Oct 2021 MHD-PP
2
Starburst-driven Outflows
Starburst-driven Outflows and Bubbles in NGC 3079
(Credit: X-ray:NASA/CXC/UMich/J-T Li;Optical:NASA/STScI)
13 Oct 2021 MHD-PP
3
Starburst-driven Outflows
Starburst-driven Outflows (Romero+ 2018, Strickland+ 2003)
13 Oct 2021 MHD-PP
4
Outline

Background: Starburst-driven Outflows
– Adiabatic Wind and Bubble Formation Solutions
– Radiative Semi-analytic Wind Solutions

Hydrodynamic Setup: NEI Radiative Cooling in FLASH
– Radiative Cooling Rates + Photo-Heating Rates

Emissivity Calculations: CLOUDY Photoionization Modeling
– CIE+PIE Implementation
– NEI+PIE Implementation

Applications: Star-forming galaxies
– Optical BPT and UV Diagnostic Diagrams

Future Plans: Detailed Radiative Transfer, 2D Simulations
13 Oct 2021 MHD-PP
5
Strong Cooling & Suppressed Winds
NGC 2366
Green Pea analog!
[O II], [O III] and Continuum (Oey+ 2017)
Mrk 71
Oey + 2017
13 Oct 2021 MHD-PP
6
Strong Cooling & Suppressed Winds
Super Star Cluster NGC 5253 (Turner et al. 2017)
13 Oct 2021 MHD-PP
7
Wind Formation: Adiabatic Theory
Adiabatic Solutions
– Adiabatic Wind (γ=5/3)
– Chevalier & Clegg 1985
Chevalier & Clegg 1985
13 Oct 2021 MHD-PP
8
Wind Formation: Adiabatic Theory
Different Wind Regions, as defined by Weaver+ 1977
13 Oct 2021 MHD-PP
9
Wind Formation: Radiative Solution

Radiative Semi-analytic Solutions
– Silich + 2004
– With Radiative Cooling
Silich + 2004
13 Oct 2021 MHD-PP
10
Wind Formation: Radiative Solution
Radiative Cooling
Silich + 2004
Silich + 2004
13 Oct 2021 MHD-PP
11
Hydrodynamic Simulations
Danehkar, Oey, Gray, 2021
13 Oct 2021 MHD-PP
12
Hydrodynamic Simulations

Solve using a hybrid Riemann solver (Roe+HLLE) in FLASH
– Unsplit Hydrodynamic Solver
– 2nd
-order MUSCL-Hancock Scheme

Coupled with the Non-equilibrium Atomic Chemistry and Cooling
Package MAIHEM (Gray + 2019)
– Radiative Cooling Function (Λ)
– Photo-Heating Function (Γ)
13 Oct 2021 MHD-PP
13
Hydrodynamic Simulations

Boundary Conditions:

Initial Conditions:

Radiative Cooling Function (Λ) and Photo-Heating Function (Γ):
Included in the Atomic Chemistry and Cooling Package MAIHEM (Gray + 2019)
13 Oct 2021 MHD-PP
14
Hydrodynamic Simulations
Cooling Function (Λ) and Photo-Heating Function (Γ):

Included in the Atomic Chemistry and Cooling Package MAIHEM (Gray + 2019):
 Cooling Efficiencies from (Λi
) calculated using ion-by-ion efficiencies
from Gnat & Ferland 2012.
 Heating Efficiencies from (Γi
) calculated using photoionization cross sections
from Verner & Yakovlev 1995, and Verner, Ferland, et al. 1996.
13 Oct 2021 MHD-PP
15
Hydrodynamic Simulations
Model Grids: https://superwinds.astro.lsa.umich.edu/
Temperature Density
Danehkar, Oey, Gray, 2021
13 Oct 2021 MHD-PP
16
Hydrodynamic Simulations

Adiabatic Bubble (AB)

Catastrophic Cooling Bubble (CB)

Catastrophic Cooling (CC)
Danehkar, Oey, Gray, 2021
13 Oct 2021 MHD-PP
17
Hydrodynamic Simulations

Adiabatic Bubble (AB), Catastrophic Cooling Bubble (CB)

Catastrophic Cooling (CC), momentum-conserving (MC)
Temperature discrepancy factor (fT = Tw / Tadi)
Danehkar, Oey, Gray, 2021
13 Oct 2021 MHD-PP
18
Hydrodynamic Simulations

Adiabatic Bubble (AB), Adiabatic Pressure-Confined (AP)

Catastrophic Cooling (CC), Catastrophic Cooling Bubble (CB)
Temperature discrepancy factor (fT = Tw / Tadi)
Danehkar, Oey, Gray, 2021
13 Oct 2021 MHD-PP
19
Danehkar, Oey, Gray, 2021
Hydrodynamic Simulations
(Danehkar, Oey, Gray, 2021)
13 Oct 2021 MHD-PP
20
Photoionization Modeling (CIE+PIE=CPI)
Danehkar, Oey, Gray, 2021
Photoionization
+ Collisional Ionization
13 Oct 2021 MHD-PP
21
Photoionization Modeling (CIE+PIE=CPI)
Danehkar, Oey, Gray, 2021
PIE (Pure Photoionization), CIE+PIE=CPI (Photoionization + Collisional Ionization)
13 Oct 2021 MHD-PP
22
Photoionization Modeling (NEI+PIE=NPI)
Danehkar, Oey, Gray, 2021
Photoionization
+ Non-equilibrium Ionization
13 Oct 2021 MHD-PP
23
Photoionization Modeling (NEI+PIE=NPI)
PIE (Pure Photoionization), CIE+PIE=CPI (Photoionization + Collisional Ionization),
NEI+PIE=NPI (Photoionization + Non-equilibrium Ionization), Danehkar, Oey, Gray, 2021
13 Oct 2021 MHD-PP
24
Optical & UV Diagnostic Diagrams
Emission Lines of Superwinds
Danehkar, Oey, Gray, 2021
13 Oct 2021 MHD-PP
25
Optical BPT Diagrams
Danehkar, Oey, Gray, 2021
Optical Emission Lines (radiation-bounded)
13 Oct 2021 MHD-PP
26
UV Diagnostic Diagrams
Danehkar, Oey, Gray, 2021
UV Emission Lines (radiation-bounded)
13 Oct 2021 MHD-PP
27
UV Diagnostic Diagrams
UV Emission Lines (radiation-bounded)
Danehkar, Oey, Gray, 2021
13 Oct 2021 MHD-PP
28
Future Plans: Extension to 2D

Allow to Study Different Instabilities

Rayleigh-Taylor instability, Richtmyer-Meshkov instability, Kelvin-Helmholtz instability

Formation of Instability-induced Dense Clumps
Lancaster, Ostriker, et al. 2021
13 Oct 2021 MHD-PP
29
Future Plans: Extension to 2D

Allow to Study Different Instabilities

Rayleigh-Taylor instability, Richtmyer-Meshkov instability, Kelvin-Helmholtz instability

Formation of Instability-induced Dense Clumps
Lancaster, Ostriker, et al. 2021
13 Oct 2021 MHD-PP
30
Future Plans: RT Implementation

Implementation of detailed Radiative Transfer (RT) calculations

Improvement of radiative cooling and photo-heating processes

Stellar flux at a given distance (e.g. Klassen + 2014):

Inclusion of radiation pressure:
Included in MAIHEM Need RT calculations
13 Oct 2021 MHD-PP
31
Concluding Points

Starburst-driven Outflows
– Adiabatic Solution (Chevalier & Clegg 85)
– Radiative Solution (Silich + 2004)

Non-equilibrium Cooling Hydrodynamic Simulations
– MAIHEM Cooling Package (Gray + 2019): Radiative Cooling + Photo-Heating
– Parameter Space Investigation (Danehkar, Oey, Gray, 2021, ApJ, arXiv:2106.10854)

Photoionizaion Modeling
– CIE+PIE (Danehkar et al. ApJ, 2021; arXiv:2106.10854)
– NEI+PIE (Danehkar, et al. in preparation)

Future Plans
– Detailed Radiative Transfer Implementation: Improved Radiative Solutions
– 2-D Simulation: Instability-induced Clumps
13 Oct 2021 MHD-PP
32
Thank you for your attention
Starburst-driven
Outflow
(Romero+
2018,
Strickland+
2003)

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Non-equilibrium Photoionization and Hydrodynamic Simulations of Starburst-driven Outflows

  • 1. Non-equilibrium Photoionization Non-equilibrium Photoionization and Hydrodynamic Simulations and Hydrodynamic Simulations of Starburst-driven Outflows of Starburst-driven Outflows Starburst-driven Outflow (Romero+ 2018, Strickland+ 2003) Ashkbiz Danehkar Department of Astronomy, University of Michigan danehkar@umich.edu In Collaborations with: Sally Oey, and Will Gray Fourth Virtual Workshop on Numerical Modeling in MHD and Plasma Physics (MHD-PP), October 13, 2021
  • 2. 13 Oct 2021 MHD-PP 2 Starburst-driven Outflows Starburst-driven Outflows and Bubbles in NGC 3079 (Credit: X-ray:NASA/CXC/UMich/J-T Li;Optical:NASA/STScI)
  • 3. 13 Oct 2021 MHD-PP 3 Starburst-driven Outflows Starburst-driven Outflows (Romero+ 2018, Strickland+ 2003)
  • 4. 13 Oct 2021 MHD-PP 4 Outline  Background: Starburst-driven Outflows – Adiabatic Wind and Bubble Formation Solutions – Radiative Semi-analytic Wind Solutions  Hydrodynamic Setup: NEI Radiative Cooling in FLASH – Radiative Cooling Rates + Photo-Heating Rates  Emissivity Calculations: CLOUDY Photoionization Modeling – CIE+PIE Implementation – NEI+PIE Implementation  Applications: Star-forming galaxies – Optical BPT and UV Diagnostic Diagrams  Future Plans: Detailed Radiative Transfer, 2D Simulations
  • 5. 13 Oct 2021 MHD-PP 5 Strong Cooling & Suppressed Winds NGC 2366 Green Pea analog! [O II], [O III] and Continuum (Oey+ 2017) Mrk 71 Oey + 2017
  • 6. 13 Oct 2021 MHD-PP 6 Strong Cooling & Suppressed Winds Super Star Cluster NGC 5253 (Turner et al. 2017)
  • 7. 13 Oct 2021 MHD-PP 7 Wind Formation: Adiabatic Theory Adiabatic Solutions – Adiabatic Wind (γ=5/3) – Chevalier & Clegg 1985 Chevalier & Clegg 1985
  • 8. 13 Oct 2021 MHD-PP 8 Wind Formation: Adiabatic Theory Different Wind Regions, as defined by Weaver+ 1977
  • 9. 13 Oct 2021 MHD-PP 9 Wind Formation: Radiative Solution  Radiative Semi-analytic Solutions – Silich + 2004 – With Radiative Cooling Silich + 2004
  • 10. 13 Oct 2021 MHD-PP 10 Wind Formation: Radiative Solution Radiative Cooling Silich + 2004 Silich + 2004
  • 11. 13 Oct 2021 MHD-PP 11 Hydrodynamic Simulations Danehkar, Oey, Gray, 2021
  • 12. 13 Oct 2021 MHD-PP 12 Hydrodynamic Simulations  Solve using a hybrid Riemann solver (Roe+HLLE) in FLASH – Unsplit Hydrodynamic Solver – 2nd -order MUSCL-Hancock Scheme  Coupled with the Non-equilibrium Atomic Chemistry and Cooling Package MAIHEM (Gray + 2019) – Radiative Cooling Function (Λ) – Photo-Heating Function (Γ)
  • 13. 13 Oct 2021 MHD-PP 13 Hydrodynamic Simulations  Boundary Conditions:  Initial Conditions:  Radiative Cooling Function (Λ) and Photo-Heating Function (Γ): Included in the Atomic Chemistry and Cooling Package MAIHEM (Gray + 2019)
  • 14. 13 Oct 2021 MHD-PP 14 Hydrodynamic Simulations Cooling Function (Λ) and Photo-Heating Function (Γ):  Included in the Atomic Chemistry and Cooling Package MAIHEM (Gray + 2019):  Cooling Efficiencies from (Λi ) calculated using ion-by-ion efficiencies from Gnat & Ferland 2012.  Heating Efficiencies from (Γi ) calculated using photoionization cross sections from Verner & Yakovlev 1995, and Verner, Ferland, et al. 1996.
  • 15. 13 Oct 2021 MHD-PP 15 Hydrodynamic Simulations Model Grids: https://superwinds.astro.lsa.umich.edu/ Temperature Density Danehkar, Oey, Gray, 2021
  • 16. 13 Oct 2021 MHD-PP 16 Hydrodynamic Simulations  Adiabatic Bubble (AB)  Catastrophic Cooling Bubble (CB)  Catastrophic Cooling (CC) Danehkar, Oey, Gray, 2021
  • 17. 13 Oct 2021 MHD-PP 17 Hydrodynamic Simulations  Adiabatic Bubble (AB), Catastrophic Cooling Bubble (CB)  Catastrophic Cooling (CC), momentum-conserving (MC) Temperature discrepancy factor (fT = Tw / Tadi) Danehkar, Oey, Gray, 2021
  • 18. 13 Oct 2021 MHD-PP 18 Hydrodynamic Simulations  Adiabatic Bubble (AB), Adiabatic Pressure-Confined (AP)  Catastrophic Cooling (CC), Catastrophic Cooling Bubble (CB) Temperature discrepancy factor (fT = Tw / Tadi) Danehkar, Oey, Gray, 2021
  • 19. 13 Oct 2021 MHD-PP 19 Danehkar, Oey, Gray, 2021 Hydrodynamic Simulations (Danehkar, Oey, Gray, 2021)
  • 20. 13 Oct 2021 MHD-PP 20 Photoionization Modeling (CIE+PIE=CPI) Danehkar, Oey, Gray, 2021 Photoionization + Collisional Ionization
  • 21. 13 Oct 2021 MHD-PP 21 Photoionization Modeling (CIE+PIE=CPI) Danehkar, Oey, Gray, 2021 PIE (Pure Photoionization), CIE+PIE=CPI (Photoionization + Collisional Ionization)
  • 22. 13 Oct 2021 MHD-PP 22 Photoionization Modeling (NEI+PIE=NPI) Danehkar, Oey, Gray, 2021 Photoionization + Non-equilibrium Ionization
  • 23. 13 Oct 2021 MHD-PP 23 Photoionization Modeling (NEI+PIE=NPI) PIE (Pure Photoionization), CIE+PIE=CPI (Photoionization + Collisional Ionization), NEI+PIE=NPI (Photoionization + Non-equilibrium Ionization), Danehkar, Oey, Gray, 2021
  • 24. 13 Oct 2021 MHD-PP 24 Optical & UV Diagnostic Diagrams Emission Lines of Superwinds Danehkar, Oey, Gray, 2021
  • 25. 13 Oct 2021 MHD-PP 25 Optical BPT Diagrams Danehkar, Oey, Gray, 2021 Optical Emission Lines (radiation-bounded)
  • 26. 13 Oct 2021 MHD-PP 26 UV Diagnostic Diagrams Danehkar, Oey, Gray, 2021 UV Emission Lines (radiation-bounded)
  • 27. 13 Oct 2021 MHD-PP 27 UV Diagnostic Diagrams UV Emission Lines (radiation-bounded) Danehkar, Oey, Gray, 2021
  • 28. 13 Oct 2021 MHD-PP 28 Future Plans: Extension to 2D  Allow to Study Different Instabilities  Rayleigh-Taylor instability, Richtmyer-Meshkov instability, Kelvin-Helmholtz instability  Formation of Instability-induced Dense Clumps Lancaster, Ostriker, et al. 2021
  • 29. 13 Oct 2021 MHD-PP 29 Future Plans: Extension to 2D  Allow to Study Different Instabilities  Rayleigh-Taylor instability, Richtmyer-Meshkov instability, Kelvin-Helmholtz instability  Formation of Instability-induced Dense Clumps Lancaster, Ostriker, et al. 2021
  • 30. 13 Oct 2021 MHD-PP 30 Future Plans: RT Implementation  Implementation of detailed Radiative Transfer (RT) calculations  Improvement of radiative cooling and photo-heating processes  Stellar flux at a given distance (e.g. Klassen + 2014):  Inclusion of radiation pressure: Included in MAIHEM Need RT calculations
  • 31. 13 Oct 2021 MHD-PP 31 Concluding Points  Starburst-driven Outflows – Adiabatic Solution (Chevalier & Clegg 85) – Radiative Solution (Silich + 2004)  Non-equilibrium Cooling Hydrodynamic Simulations – MAIHEM Cooling Package (Gray + 2019): Radiative Cooling + Photo-Heating – Parameter Space Investigation (Danehkar, Oey, Gray, 2021, ApJ, arXiv:2106.10854)  Photoionizaion Modeling – CIE+PIE (Danehkar et al. ApJ, 2021; arXiv:2106.10854) – NEI+PIE (Danehkar, et al. in preparation)  Future Plans – Detailed Radiative Transfer Implementation: Improved Radiative Solutions – 2-D Simulation: Instability-induced Clumps
  • 32. 13 Oct 2021 MHD-PP 32 Thank you for your attention Starburst-driven Outflow (Romero+ 2018, Strickland+ 2003)