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Million-Body Problem
Million-Body Problem: Star Clusters
For decades, the holy grail of star cluster simulations has been to
perform a direct N-body calculation for the ten-billion year history
of a globular star cluster, modeling the stars on a one-to-one basis.
This implies solving the 1,000,000-body problem with staggering
discrepancies in length and time scales. Neutronstars and black holes
can form binary systems or ondergo unbound encounters with relevant
time scales of milliseconds and length scales of kilometers. Given
that globular clusters have dimensions of hundreds of light years and
ages of more than ten billion years, the range in length scales spans
more than fifteen orders of magnitude while the range in time scales
exceeds twenty orders of magnitude. All this puts severe constraints
on both hardware and
software used in such
simulations.
We are now in a position to carry out these types of realistic
simulations. Progress may have seemed slow: we saw simulations with
tens of stars in the sixties, hundreds in the seventies, thousands
in the eighties, and finally tens of thousands in the nineties. The
reason for this modest advance is that the computational cost of a
full star cluster evolution scales proportional to the third power of
the number of particles: two powers for the inter-particle
interactions at each time step, and an additional power because the
increase in particle number slows down the heat flow time by making
two-body relaxation less effective.
Following the previous trend, we expect to see routine simulations of
star clusters using several hundred of thousands of particles in the
twothousandzeroes. The main challenge will now be to include enough
physics to make these simulations sufficiently realistic to compare
them in detail with the increasingly comprehensive observations of
star clusters.
Dynamical Evolution
The first challenge is to model and interpret the rich set of
phenomena already present in the purely gravitational N-body problem.
Surprisingly, each increase of an order of magnitude in the number of
stars has shown a qualitative chance in the properties of star cluster
simulations, even though the underlying Newtonian dynamics is
completely scale-free. There are various phenomena responsible for
this, such as the occurrence of instabilities of a
gravothermal nature, and
the fact that binary star properties
scale differently from single star properties. Here is a list of some
of my papers that address problems in pure gravity:
-
Globular Cluster Evolution with Finite-Size Stars: Cross Sections and Reaction Rates,
by Hut, P. & Inagaki, S., 1985, Astrophys.
J. 298, 502-520.
-
The Role of Binaries in Globular Cluster Evolution,
by Hut, P., 1986, in
The Evolution of Galactic X-Ray Binaries, eds.
J. Truemper, W. Lewin and W. Brinkmann (Dordrecht: Reidel), pp. 1-11.
-
Globular Cluster Evolution: Physical Mechanisms, Recent Results and Future Models, by
Hut, P., Breeden, J.L., Cohn, H., Makino, J. & McMillan,
S., 1989, in Dynamics of Dense Stellar Systems.,
ed. David Merritt (Cambridge University Press), pp. 237-251.
-
Dark Halos in Globular Clusters, by
Heggie, D.C., Griest, K., & Hut, P., 1993, in Structure and Dynamics of Globular Clusters,
eds. S. G. Djorgovski and G. Meylan, ASP Conference Series 50, 137-138.
-
The Role of Binaries in the Dynamical Evolution of Globular Clusters,
by Hut, P, 1996,
in International Symposium on the Origins, Evolution, and
Destinies of Binary Stars in Clusters,
eds. E.F. Milone and J.-C. Mermilliod,
ASP Conference Series 90, pp. 391-398 (available in preprint form as
astro-ph/9602158).
-
The Role of Binaries in the Dynamical Evolution of the Core of a
Globular Cluster, by
Hut, P., 1996,
in Dynamical Evolution of Star Clusters,
I.A.U. Symp. 174, eds. P. Hut and J. Makino (Dordrecht: Kluwer),
pp. 121-130.
-
Dark Matter in Globular Clusters, by
Heggie, D.C. & Hut, P., 1996,
in Dynamical Evolution of Star Clusters,
I.A.U. Symp. 174, eds. P. Hut and J. Makino (Dordrecht: Kluwer),
pp. 303-312.
-
Stellar Dynamics of Dense Stellar Systems, by
Hut, P. 2001, in New horizons of computational science,
eds.: T. Ebisuzaki and J. Makino
(Dordrecht: Kluwer), Astrophysics and space science library (ASSL),
Vol. 263, p.29 (available in preprint form as
astro-ph/9804089).
Primordial Binaries
In the late eighties, based on various types of observations, it
became clear that for most globular star clusters a significant
fraction of their stars were part of primordial binary systems.
Until then, almost all simulations of star cluster evolution had
started with a collection of single stars, so it was time to go back
to the drawing boards. Our first sketch of the implications for
globular cluster evolution appeared in the paper:
We then carried out several 1000-body simulations containing
significant fractions of primordial binaries:
-
Star Cluster Evolution with Primordial Binaries. I. A Comparative Study, by
McMillan, S., Hut, P. & Makino J., 1990 Astrophys. J. 362, 522-537.
-
Star Cluster Evolution with Primordial Binaries. II. Detailed Analysis, by
McMillan, S., Hut, P. & Makino, J., 1991, Astrophys.
J. 372, 111-124.
-
Star Cluster Evolution with Primordial Binaries. III.
Effect of the Galactic Tidal Field, by
McMillan, S. & Hut, P., 1994, Astrophys. J. 427, 793-807.
Quite a bit later, we extended these calculations to include much
larger number of particles, and also a much larger number of runs:
-
Star Clusters with Primordial Binaries: I. Dynamical Evolution of
Isolated Models, by
Heggie, D.C., Trenti, M. & Hut, P.;
2006, Mon. Not. R. astr. Soc. xxx, xxx-xxx
(available in preprint form as
astro-ph/0602408).
-
Star Clusters with Primordial Binaries: II. Dynamical Evolution of
Models in a Tidal Field, by
Trenti, M., Heggie, D.C. & Hut, P.;
2006, Mon. Not. R. astr. Soc. 374, 344-356.
(available in preprint form as
astro-ph/0602409).
-
Star Cluster Evolution with Primordial Binaries. II. Detailed Analysis, by
McMillan, S., Hut, P. & Makino, J., 1991, Astrophys.
J. 372, 111-124.
-
Star Cluster Evolution with Primordial Binaries. III.
Effect of the Galactic Tidal Field, by
McMillan, S. & Hut, P., 1994, Astrophys. J. 427, 793-807.
We published a brief review as:
-
Star Cluster Evolution with Primordial Binaries, by
McMillan, S., Hut, P. & Makino, J., 1991, in The Formation and Evolution of
Star Clusters, A.S.P. Conference Series, ed. K. Janes, Vol. 13, 421-423.
while we also used more approximate methods, in:
Finally, we published a detailed survey review of observational and
well as theoretical developments concerning primordial binaries in:
-
Binaries in Globular Clusters,
by Hut, P., McMillan, S., Goodman, J., Mateo, M., Phinney,
S., Pryor, T., Richer, H., Verbunt, F. & Weinberg, M., 1992, P.A.S.P. 104, 981-1034.
X-Ray Binaries
It was the discovery of an abundance of X-ray sources in globular
clusters, in the early seventies, that changed our picture of those
clusters. Rather than just being old and boring remnants of the early
formation phases of our galactic environment, globular clusters were
seen to be laboratories for rather unusual experiments in stellar
evolution. It became clear that the high stellar densities in the
centers of the clusters were responsible for the formation of X-ray
sources, although many of the details long remained uncertain. Today,
too, properties of globular cluster X-ray sources remain among the
prime diagnostics for their evolutionary histories. Here are some
papers we wrote on the subject:
-
White Dwarfs and Neutron Stars in Globular Cluster X-ray Sources,
by Hut, P. & Verbunt, F., 1983, Nature 301,
587-588.
-
Effects of Encounters with Field Stars on the Evolution of Low Mass Semidetached Binaries,
by Hut, P. & Paczynski, B., 1984,
Astrophys. J. 284, 675-684.
-
Three-Body Interactions and Cataclysmic Binaries in Globular Clusters,
by Hut, P. & Verbunt, F., 1985, in Cataclysmic
Variables and Low-Mass X-Ray Binaries, ed. D. Q. Lamb and J. Patterson
(Dordrecht: Reidel), pp. 103-106.
-
The Globular Cluster Population of X-ray Binaries, by
Verbunt, F. & Hut, P., 1987, in The Origin and Evolution of Neutron Stars,
I.A.U. Symp. 125, eds. D. Helfand and J. Huang (Dordrecht: Reidel), pp.
187-197.
-
The Formation rate of low-mass X-ray binaries in globular clusters,
by Hut, P., Murphy, B.W., Verbunt, F., 1991, Astron. Astrophys.
241, 137-141.
-
Stellar Black Holes in Globular Clusters, by
Kulkarni, S.R., Hut, P. & McMillan, S., 1993, Nature 364, 421-423.
-
The Close Binary Population of Globular Clusters Revealed by
Chandra, by
Pooley, D., Lewin, W., Homer, L., Anderson, S., Margon, B., Verbunt, F.,
Kaspi, V., D'Amico, N., Gaensler, B., Portegies Zwart, S., van der Klis,
M., McMillan, S., Makino, J., Fox, D., Filippenko, A. & Hut, P.; 2002,
American Astronomical Society Meeting 201, abstract 129.01.
Here is a summary of strong observational evidence that X-ray sources
in globular clusters are indeed formed through dynamical encounters:
-
Dynamical Formation of
Close Binary Systems in Globular Clusters, by
Pooley, D., Lewin, W.H.G., Anderson, S.F., Baumgardt, H., Filippenko,
A.V., Gaensler, B.M., Homer, L., Hut, P., Kaspi, M., Margon, B., McMillan,
S., Portegies Zwart, S., van der Klis, M. & Verbunt, F.; 2003,
Astrophys. J. Lett. 591, L131-L134.
Following up on this paper, we showed that for cataclysmic variables, too,
the majority has a dynamical origin:
-
Dynamical
Formation of Close Binaries in Globular Clusters II:
Cataclysmic Variables, by Pooley, D. & Hut, P.;
2006, Astrophys. J. Lett. xxx, xxx-xxx.
Stellar Evolution: Ecology
The most important progress in star cluster evolution in the nineties, from an
astrophysical point of view, was the introduction of stellar evolution effects
directly in the simulations. Here are some papers we wrote on these type of
more realistic simulations:
-
Blue Stragglers as Tracers of Globular Cluster Evolution, by
Hut, P., 1993, in Blue Stragglers, ed. R. Saffer, ASP Conference Series
53, pp. 44-59.
-
Panel Discussion, by
King, I.R., Meylan, G., Verbunt, F., Hut, P. & Sugimoto, D., 1996,
in Dynamical Evolution of Star Clusters,
I.A.U. Symp. 174, eds. P. Hut and J. Makino (Dordrecht: Kluwer),
pp. 319-329.
-
Star Cluster Ecology I: A Cluster Core with Encounters between
Single Stars, by
Portegies Zwart, S.F., Hut, P. & Verbunt, F., 1997
Astron. & Astrophys. 328, 130-142 (available
in preprint form as
astro-ph/9602158).
-
Star Cluster Ecology II: Binary Evolution with Single-Star Encounters, by
Portegies Zwart, S.F., Hut, P., McMillan, S.L.W. & Verbunt, F., 1997
Astron. & Astrophys. 328, 143-157 (available in
preprint form as
astro-ph/9706090).
-
Star cluster ecology III: Runaway collisions in young compact star clusters,
by Portegies Zwart, S.F., Makino, J., McMillan, S.L.W. & Hut, P., 1999
Astron. & Astrophys. 348, 117-126 (available in
preprint form as
astro-ph/9812006).
-
Simulating Open Star Clusters,
by Portegies Zwart, S.F., McMillan, S.L.W., Hut, P. & Makino, J.; 2001,
in The influence of binaries on stellar population studies
[Dordrecht: Kluwer], Astrophysics and space science library,
Vol. 264, p. 371.
-
Star cluster ecology IV: Dissection of an open star cluster - photometry,
by Portegies Zwart, S.F., McMillan, S.L.W., Hut, P. & Makino, J.; 2001
Mon. Not. R. astr. Soc. 321, 199-226 (available in
preprint form as
astro-ph/0005248).
-
How many young star clusters exist in the Galactic center?,
by Portegies Zwart, S.F., Makino, J., McMillan, S.L.W. & Hut, P.; 2001
Astrophy. J. Lett. 546, 101-104 (available in
preprint form as
astro-ph/0008490).
-
The Lives and Deaths of Star Clusters near the Galactic Center,
by Portegies Zwart, S.F., Makino, J., McMillan, S.L.W. & Hut, P.; 2002,
Astrophys. J. 565, 265-279 (available in
preprint form as
astro-ph/0102259).
-
Runaway Collisions in Star Clusters,
by Portegies Zwart, S.F., Makino, J., McMillan, S.L.W. & Hut, P.; 2002, in
Stellar Collisions, Mergers, and their Consequences,
ASP Conference Series, ed.: M. Shara (available in
preprint form as
astro-ph/0012237).
-
Star
cluster ecology V: Dissection of an open star cluster--spectroscopy,
by Portegies Zwart S., Hut, P., McMillan, S. & Makino, J.;
2003, Mon. Not. R. astr. Soc. xxx, Lxx-Lxx (available in
preprint form as
astro-ph/0301041).
Evolution: a MODEST approach
In 2002, we started a new
MODEST initiative (the name stems from MOdeling DEnse STellar systems).
Through a series of twice-yearly workshops, we bring together experts
in in stellar evolution, stellar dynamics, and stellar hydrodynamics.
Our goal is to develop a software framework to enable us combine in
one simulation existing computer codes in these three areas. For a
summary of the first two workshops, MODEST-1 and MODEST-2, see:
-
MODEST-1: Integrating Stellar Evolution and Stellar Dynamics,
by Hut, P., Shara, M.M., Aarseth, S.J., Klessen, R.S., Lombardi, J.C.,
Makino, J., McMillan, S., Pols, O.R., Teuben, P.J., Webbink, R.F.; 2002,
New Astronomy xxx, xxx-xxx (available in
preprint form as
astro-ph/0207318).
-
MODEST-2: A Summary,
by Sills, A., Deiters, S., Eggleton, P., Freitag, M., Giersz, M.,
Heggie, D., Hurley, J., Hut, P., Ivanova, N., Klessen, R.S., Kroupa, P.,
Lombardi, J.C., McMillan, S., Portegies Zwart, S., Zinnecker, H.,
2003, New Astronomy xxx, Lxx-Lxx (available in
preprint form as
astro-ph/0301478).
A shorter review of the first three workshops, MODEST-1 through
MODEST-3 can be found in the General Assembly proceedings of 2003:
-
MODEST: modeling stellar evolution and (hydro)dynamics,
by Hut, P., 2003, Highlights of Astronomy 13, xx-xx
(available in
preprint form as
astro-ph/0309395).
Another short review appeared in the General Assembly proceedings
of 2006:
-
Modeling Dense Stellar Systems: Background,
by Hut, P., 2006, Highlights of Astronomy 14, xx-xx
(available in
preprint form as
astro-ph/0610223).
In the same proceedings, we published a more general review:
-
Neutron Stars and Black Holes in Star Clusters,
by Rasio, F.A., Baumgardt, H., Corongiu, A., D'Antona, F., Fabbiano, G.,
Fregeau, J.M., Gebhardt, K., Heinke, C.O., Hut, P., Ivanova, N., Maccarone,
T.J., Ransom, S.M., Webb, N.A.
2007, Highlights of Astronomy 14, xx-xx
(available in
preprint form as
astro-ph/0611615).
Here is a review that advocates the notion of creating MODEST
centers:
-
Dense Stellar Systems as Laboratories for Fundamental Physics,
by Hut, P.; 2006, in A Life With Stars
eds. L. Kaper, M. van der Klis and R. Wijers [Amsterdam: Elsevier]
(available in preprint form as
astro-ph/0601232).
And here is a review that focuses on software issues and the question
of how theorists can collaborate in creating robust computer codes:
-
Virtual Laboratories,
by Hut, P.; 2007, Prog. Theor. Phys. xxx, xxx-xxx.
(available in preprint form as
astro-ph/0610222).
Yet another review forms a general introduction to the study of dense
stellar systems:
-
Modeling Dense Stellar Systems,
by Hut, P., Mineshige, S., Heggie, D.C. & Makino, J.
2007, Prog. Theor. Phys. Suppl. xxx, xxx-xxx.
(available in preprint form as
arXiv.org/0707.4293).
Ultimate Fate
While it is interesting and important to model the histories of
individual globular clusters, we are also interested in the evolution
of the globular cluster system as a whole. While our galaxy currently
has only a little over a hundred globulars left, there may well have
been far more originally, with many of them having been destroyed by a
variety of mechanisms. We have addressed this issue in the following papers:
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Is there Life after Core Collapse in Globular Clusters? by
Cohn, H. & Hut, P., 1984, Astrophys. J. Lett. 277, L45-L48.
-
On the Evolution of Globular Cluster Systems: I.
Present Characteristics and Rate of Destruction in Our Galaxy,
by Aguilar, L., Hut, P. & Ostriker, J. P., 1988, in Astrophys. J., 335, 720-747.
-
Rates of Collapse and Evaporation of Globular Clusters,
by Hut, P. & Djorgovski, S., 1992, Nature
359, 806-808.
-
On the dissolution of evolving star clusters, by
Portegies Zwart, S.F., Hut, P., Makino, J. & McMillan, S.L.W., 1998
Astron. & Astrophys. 337, 363-371 (available in
preprint form as
astro-ph/9803084).
Galactic Nuclei and Intermediate Mass Black Holes
Interesting as the study of globular clusters can be for its own sake,
many of the lessons learned there can be applied to the study of
galactic nuclei, even more exciting systems often harboring massive
black holes of millions or sometimes even billions of solar masses.
In addition, evidence has been growing for the possibility that some star
clusters may contain an intermediate-mass black hole in their center.
Here are some of our contributions:
-
Constraints on Massive Black Holes as Dark Matter Candidates,
by Hut, P. & Rees, M., 1992, Mon. Not. R. astr. Soc. 259,
27P-30P.
-
A Post-Collapse Model for the Nucleus of M33, by
Hernquist, L., Hut, P. & Kormendy, J., 1991, Nature 354, 376-377.
-
Missing Link Found? --- The ``runaway'' path to supermassive black holes,
by Ebisuzaki, T., Makino, J., Tsuru, T.G., Funato, Y., Portegies Zwart, S.F.,
Hut, P., McMillan, S.L.W., Matsushita S., Matsumoto H. & Kawabe R.;
2001, Astrophys. J. Lett. 562, L19-L22 (available in
preprint form as
astro-ph/0106252).
For a short popular summary of the last paper, see a
New Scientist article. A
second paper in which we discuss the possible presence of an Intermediate
Mass Black Hole (IMBH), following up on the previous one, is:
-
The
Formation of Massive Black Holes through Collision Runaway in Dense
Young Star Clusters,
by Portegies Zwart, S., Baumgardt, H., Hut, P., Makino, J. & McMillan, S.;
2004, Nature xxx,xxx-xxx (available in
preprint form as
astro-ph/0402622).
See also:
-
Black Holes in Massive Star Clusters,
by McMillan, S., Baumgardt, H., Portegies Zwart S., Hut, P. & Makino, J.;
2005, in Formation and Evolution of Massive Young Star Clusters,
eds. H.J.G.L.M. Lamers, A. Nota & L.J. Smith, pp. xx-xx (available in
preprint form as
astro-ph/0411166).
In the following paper, we have simulated the inner 100pc of the
Milky-Way Galaxy to study the formation and evolution of the
population of star clusters and intermediate mass black holes. We
predict that region within about 10 parsec of the central supermassive
black hole is populated by about 50 Intermediate-mass black holes of
some 1000 solar masses.
-
The ecology of star clusters and intermediate mass black holes in
the Galactic bulge,
by Portegies Zwart S., Baumgardt, H., McMillan, S., Makino, J. & Hut, P.;
2006, Astrophys. J. 641, 319-326 (available in preprint form as
astro-ph/0511397).
The following articles investigates a claim that the globular clusters
M15 and G1 may harbor a central black hole:
-
On the central structure of M15,
by Baumgardt, H., Hut, P., Makino, J., McMillan, S. and Portegies Zwart S.;
2002, Astrophys. J. Lett. <582, L21-L24 (available in
preprint form as
astro-ph/0210133).
-
A Dynamical Model for the Globular Cluster G1,
by Baumgardt, H., Makino, J., Hut, P., McMillan, S. & Portegies Zwart S.;
2003, Astrophys. J. Lett. 589, L25-L28 (available in
preprint form as
astro-ph/0301469).
An important question concerns the observational characteristics of a
globular cluster harboring an intermediate-mass black hole. We address
this question in:
An extension of this work, in which we study the presence of
primordial binaries as well as an intermediate-mass black hole can be
found in
-
Primordial Binaries and Intermediate Mass Black Holes in Globular
Clusters, by Trenti, M., Ardi, E., Mineshige, S. & Hut, P.;
2006, Mon. Not. R. astr. Soc.374, 857-866
(available in preprint form as
astro-ph/0610342;
in an earlier version as
astro-ph/0508517).
This work was followed up in another paper, in which we derived an
explicit expression for the size of the core radius as a function of
the black hole mass:
-
The Core Radius of a Star Cluster Containing a Massive Black Hole,
by Heggie, D.C., Hut, P., Mineshige, S., Makino, J. & Baumgardt, H.
2007, PASJ Letters xxx, xxx-xxx
(available in preprint form as
astro-ph/0611950).
Reviews
Here are some early reviews of globular cluster dynamics:
-
Dynamical Evolution of Globular Clusters, by
Elson, R., Hut, P. & Inagaki, S., 1987, Ann. Rev. Astron. Astrophys. 25, 565-601.
-
New Directions in Globular Cluster Modeling,
by Hut, P., 1992,
in X-ray Binaries and Recycled Pulsars, eds. E.P.J. van den Heuvel
& S.A.Rappaport (Dordrecht: Kluwer Acad. Publ.), pp. 317-348.
-
Star Clusters, Globular, Gravothermal Instability, by
Hut, P., 1992, in The Astronomy and Astrophysics Encyclopedia, ed. S.P. Maran (New
York: Van Nostrand Reinhold), pp. 675-677.
A much more detailed discussion can be found in our new book:
Although some of the technical parts are on the level of a graduate
text, the bulk of the book is written so as to be accessible to
interested undergraduates, as well as a wide range of mathematicians,
physicists, computer scientists and others who are interested to see
an overview of fun aspects of gravitational thermodynamics.
Here are previews of
Jun Makino and I are currently working on a series of books on
simulations of star clusters, titled
Michele Trenti and I have written a review article for Scholarpedia, a
more scholarly version of Wikipedia:
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