Improving the Grain Growth model in the outer part...

27
Improving the Grain Growth model in the outer part of a circumstellar disk ISIMA student: Marina Galvagni PI: Pascale Garaud Collaborators: Christoph Olczak, Farzana Meru ISIMA 2011 4 August 2011, Beijing Friday, August 5, 2011

Transcript of Improving the Grain Growth model in the outer part...

Page 1: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

Improving the Grain Growth model in the outer part of a circumstellar

disk

ISIMA student: Marina GalvagniPI: Pascale GaraudCollaborators: Christoph Olczak, Farzana Meru

ISIMA 2011

4 August 2011, BeijingFriday, August 5, 2011

Page 2: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011

OutlineIntroduction: observational evidences, previous results

GrOG (GRowth Of Grains)

Features studied:porositycoagulation and fragmenting probabilitiessecond coagulation regionbouncing region

Results

Conclusions & future studies

Outline

Friday, August 5, 2011

Page 3: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Introduction

Problem:Observation: evidence for mm / cm size grains in the outer part of circumstellar disks

(Wilner et al, 2005)

Outer part of TW Hya(r > 10s AU)

Credit: Birnstiel Phd ThesisFriday, August 5, 2011

Page 4: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Introduction

Problem:Theory:

- mm size grains (or even larger) difficult to grow at 100 AU- even if successful growth: strong gas coupling causes rapid inward radial drift

similar to Meter size problem at 1 AU

Previous results: - strong dependence on the parameters (in particular, gas-dust ratio)- Birnstiel (2011): there is a maximum size for the particles at r = 100 AU- Brauer et al (2008): growth to sizes larger than mm only for fragmenting velocity > 30 m/s

Friday, August 5, 2011

Page 5: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011GrOG

GrOG:Growth of Grains

Coagulation - Fragmentation solver for Growth of Grains in protoplanetary disks at fixed radius.

Recipe for cooking grains:- Take a disk with Surface Density ~ 1/r and

Mstar = 0.8 Msun Mdisk = 0.1 Mstar

Rdisk = 200 AUr = 100 AUH(r) = 10 AUDust/Gas = 0.01

- Take as initial distribution of grains a gaussian centered at s = 10 micron

Friday, August 5, 2011

Page 6: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011GrOG: ingredients

How to bake:

Friday, August 5, 2011

Page 7: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011GrOG: ingredients

How to bake:

Particle massRelative velocityCross sectionCoagulation & fragmenting efficiency

Friday, August 5, 2011

Page 8: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Particle mass

Evolution of the porosity with size

Initial growth is fractal, leading to fluffy particles. Successive collisions compact the particles. (Blurm and Wurm, 2008)

Friday, August 5, 2011

Page 9: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Particle mass

Evolution of the porosity with size

Initial growth is fractal, leading to fluffy particles. Successive collisions compact the particles. (Blurm and Wurm, 2008)

Friday, August 5, 2011

Page 10: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Particle mass

Evolution of the porosity with size

Initial growth is fractal, leading to fluffy particles. Successive collisions compact the particles. (Blurm and Wurm, 2008)

Ormel et al (2011)

Friday, August 5, 2011

Page 11: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Relative velocities

Relative velocityTaken into account:

- Brownian motion- Settling velocity- Radial drift velocity- Turbulent velocity

Friday, August 5, 2011

Page 12: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Cross section

Cross section:

s

s’

Friday, August 5, 2011

Page 13: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Coagulation and fragmentation probabilities

Reference model: Brauer et al, 2007- Coagulation + fragmentation

Fragm. prob

Coag. prob = = 1 - fragm. prob

Vf = 30 m/sphi = 2.0

withRedistribution of mass after fragmentation:

Friday, August 5, 2011

Page 14: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Coagulation and fragmentation probabilities

Tail modelStep function for the probabilities + maxwellian probability distribution for the velocities

Vcrit = 30 m/s

Friday, August 5, 2011

Page 15: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Coagulation and fragmentation probabilities

Tail modelCoagulation

Fragmentation

Friday, August 5, 2011

Page 16: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Coagulation and fragmentation probabilities

Tail modelCoagulation

Fragmentation

Friday, August 5, 2011

Page 17: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Coagulation and fragmentation probabilities

Tail model + BouncingIntroduction of a bouncing regime:Vcirt(coag) = 10.0 m/sVcrit(fragm) = 30.0 m/s

CoagulationFragmentation

Bouncing

Friday, August 5, 2011

Page 18: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Coagulation and fragmentation probabilities

Tail model + II CoagulationIntroduction of a second coagulation regime, for (si/sj) > 100.0

(Blum, 2010)CoagulationBouncing

Friday, August 5, 2011

Page 19: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Coagulation and fragmentation probabilities

Tail models: coagulation probabilitiesTail Tail + Porosity

Tail + II Coagulation Tail + Bouncing

Friday, August 5, 2011

Page 20: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Results

ResultsBrauer model Tail model

Vcrit(fragm) = Vcrit(coag) = 30 m/s

dN = # particles in a (0.001 AU) box

Friday, August 5, 2011

Page 21: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Results

ResultsBrauer Brauer + porosity

Friday, August 5, 2011

Page 22: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Results

ResultsTail Tail + porosity

Friday, August 5, 2011

Page 23: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Results

ResultsTail model Tail + bouncing

Vcrit(fragm) = Vcrit(coag) = 30 m/s Vcrit(coag) = 10 m/sVcrit(frag) = 30 m/s

Friday, August 5, 2011

Page 24: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Results

ResultsBrauer + II coag Tail + II coag

Friday, August 5, 2011

Page 25: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Results

ResultsBest-case scenario: Tail + porosity + II coag (size ratio = 10)

Vcrit = 30 m/s Vcrit = 100 m/s

Friday, August 5, 2011

Page 26: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Conclusion & future work

Conclusion- Brauer model: equilibrium in a few 100s years- Tail model: overcome critical size- Porosity: increase growth for Brauer / Tail model - Bouncing region: no effect- Second coagulation region: no effects (for ratio = 100), increase in max size (for ratio = 10)- Best case scenario: formation of mm-size grains

Future work- Collisional fusion (Wettlaufer 2011)- Turbulence models (M. Rast’s talk)- Shift in critical velocities (size ratio of particles)- ...

Friday, August 5, 2011

Page 27: Improving the Grain Growth model in the outer part …isima.ucsc.edu/2011/presentations/student/Galvagni.pdfOuter part of TW Hya (r > 10s AU) Credit: Birnstiel Phd Thesis Friday, August

ISIMA 2011Thanks!!

THANKS!!

Friday, August 5, 2011