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{{Short description|Sub-area of scientific computing for solving General Relativity equations}}
'''Numerical relativity''' is one of the branches of ] that uses numerical methods and algorithms to solve and analyze problems. To this end, ] are often employed to study ], ], ] and many other phenomena governed by ] ]. A current active research in numerical relativity is the simulation of relativistic binaries and their associated gravitational waves, other branches are also quite active. '''Numerical relativity''' is one of the branches of ] that uses ] and ] to solve and analyze problems. To this end, ] are often employed to study ], ], ] and many other phenomena described by ] theory of ].
A currently active field of research in numerical relativity is the simulation of relativistic binaries and their associated gravitational waves.


==Overview== ==Overview==
A primary goal of numerical relativity is to study ]s whose exact form is not known. The spacetimes so found computational can either be fully ], ] or ] and may contain matter fields or vacuum. In the case of stationary and static solutions, numerical methods may also be used to study the stability of the equilibrium spacetimes. In the case of dynamical spacetimes, the problem may be divided into the initial value problem and the evolution, each requiring different methods. A primary goal of numerical relativity is to study ]s whose ] is not known. The spacetimes so found computationally can either be fully ], ] or ] and may contain matter fields or vacuum. In the case of stationary and static solutions, numerical methods may also be used to study the stability of the equilibrium spacetimes. In the case of dynamical spacetimes, the problem may be divided into the initial value problem and the evolution, each requiring different methods.


Numerical relativity is applied to many areas, such as ] ], ], ] ]s and ]s, and the ]s and neutron stars, for example. In any of these cases, Einstein's equations can be formulated in several ways that allow us to evolve the dynamics. While ] methods have received a majority of the attention, characteristic and ] based methods have also been used. All of these methods begin with a snapshot of the ]s on some ], the initial data, and evolve these data to neighboring hypersurfaces. Numerical relativity is applied to many areas, such as ] ], ], ] ]s and ]s, and the ]s and neutron stars, for example. In any of these cases, Einstein's equations can be formulated in several ways that allow us to evolve the dynamics. While ] methods have received a majority of the attention, characteristic and ] based methods have also been used. All of these methods begin with a snapshot of the ]s on some ], the initial data, and evolve these data to neighboring hypersurfaces.<ref>
{{cite journal
|last1=Cook
|first1=Gregory B.
|date=2000-11-14
|title=Initial Data for Numerical Relativity
|journal=Living Reviews in Relativity
|volume=3
|issue=1
|page=5
|doi=10.12942/lrr-2000-5
|pmid=29142501
|pmc=5660886
|arxiv=gr-qc/0007085
|bibcode=2000LRR.....3....5C
|doi-access=free
}}
</ref>


Like all problems in numerical analysis, careful attention is paid to the ] and ] of the numerical solutions. In this line, much attention is paid to the ], coordinates, and various formulations of the Einstein equations and the effect they have on the ability to produce accurate numerical solutions. Like all problems in numerical analysis, careful attention is paid to the ] and ] of the numerical solutions. In this line, much attention is paid to the ], coordinates, and various formulations of the Einstein equations and the effect they have on the ability to produce accurate numerical solutions.


Numerical relativity research is distinct from work on ] as many techniques implemented in these areas are inapplicable in relativity. Many facets are however shared with large scale problems in other computational sciences like ], electromagnetics, and solid mechanics. Numerical relativists often work with applied mathematicians and draw insight from ], ], ]s, and ] among other mathematical areas of specialization. Numerical relativity research is distinct from work on ] as many techniques implemented in these areas are inapplicable in relativity. Many facets are however shared with large scale problems in other computational sciences like ], electromagnetics, and solid mechanics. Numerical relativists often work with applied mathematicians and draw insight from ], ], ]s, and ] among other mathematical areas of specialization.


==History==
==The "3+1" Approach to Numerical Relativity==


===Foundations in theory===
Most active research in NR has involved a 3+1, or "space<math>\times</math>time" decomposition of Einstein's equations. Here the spacetime of interest is sliced up into a stack (or "]") of spacelike three-dimensional hypersurfaces. That is, cross-sections are taken of the spacetime, so that each point in the spacetime lies on exactly one slice. Successive slices then represent--loosely speaking--different instants in time. More specifically, the hypersurfaces are parametrized by a coordinate usually denoted by ''t'', which can be interpreted as a universal coordinate time. (Note that this time does not necessarily coincide with the ] of any observer.)
] published his theory of ] in 1915.<ref>{{cite journal |last1=Einstein |first1=Albert |author-link=Albert Einstein |date=1915 |title=Die feldgleichungen der gravitation |url=https://adsabs.harvard.edu/pdf/1915SPAW.......844E |journal=Sitzungsberichte der Königlich Preußischen Akademie der Wissenschaften |pages=844–847}}</ref> It, like his earlier theory of ], described space and time as a unified ] subject to what are now known as the ]. These form a set of coupled ] ] (PDEs). After more than 100 years since the first publication of the theory, relatively few ] solutions are known for the field equations, and, of those, most are ] solutions that assume special ] to reduce the complexity of the equations.


The field of numerical relativity emerged from the desire to construct and study more general solutions to the field equations by approximately solving the Einstein equations numerically. A necessary precursor to such attempts was a decomposition of spacetime back into separated space and time. This was first published by ], ], and ] in the late 1950s in what has become known as the ].<ref>{{cite book |first1=R. |last1=Arnowitt |first2=S. |last2=Deser |first3=C. W. |last3=Misner |chapter=The dynamics of general relativity |title=Gravitation: An Introduction to Current Research |editor-first=L. |editor-last=Witten |editor-link=Louis Witten |publisher=Wiley |location=New York |year=1962 |pages=227–265 }}</ref> Although for technical reasons the precise equations formulated in the original ADM paper are rarely used in numerical simulations, most practical approaches to numerical relativity use a "3+1 decomposition" of spacetime into three-dimensional space and one-dimensional time that is closely related to the ADM formulation, because the ADM procedure reformulates the Einstein field equations into a ] ] that can be addressed using ].
If we now restrict attention to a single hypersurface, we see that it can be treated just like any other geometric space. For example, the space has some ]. This three-dimensional metric is usually written as <math>\gamma_{ij}</math>, so that the ] is given by <br />
<math> dl^2 = \gamma_{ij} dx^i dx^j\ . </math> <br />
Here, the coordinates <math>x^i</math> are just some coordinates placed on the hypersurface, in some smooth way, and the indices ''i'' and ''j'' run over the three dimensions of the hypersurface.


At the time that ADM published their original paper, computer technology would not have supported numerical solution to their equations on any problem of any substantial size. The first documented attempt to solve the Einstein field equations numerically appears to be by S. G. Hahn and R. W. Lindquist in 1964,<ref>{{cite journal |first1=S. G. |last1=Hahn |first2=R. W. |last2=Lindquist |title=The two-body problem in geometrodynamics |journal=] |volume=29 |issue=2 |year=1964 |pages=304–331 |doi=10.1016/0003-4916(64)90223-4 |bibcode = 1964AnPhy..29..304H }}</ref> followed soon thereafter by ]<ref>{{cite thesis |last=Smarr|first=Larry |date=1975 |title=The structure of general relativity with a numerical illustration : the collision of two black holes |url=https://repositories.lib.utexas.edu/items/a43941b9-76d9-45cc-9e8f-58f57ce4aac1/full |degree=Ph.D. |chapter= |publisher=University of Texas at Austin |oclc=27646162 |access-date=2024-03-07}}</ref><ref>{{cite journal |first=Larry |last=Smarr |title=Spacetimes generated by computers: Black holes with gravitational radiation |journal=] |volume=302 |year=1977 |pages=569– |doi=10.1111/j.1749-6632.1977.tb37076.x |bibcode=1977NYASA.302..569S |s2cid=84665358 }}</ref> and by K. R. Eppley.<ref>{{cite thesis |last=Eppley|first=K.R. |date=1975 |title= Numerical evolution of the collision of two black holes|url=https://inis.iaea.org/search/search.aspx?orig_q=RN:8314225 |degree=Ph.D. |publisher=Princeton University |oclc=8314225 |access-date=2024-03-07}}</ref> These early attempts were focused on evolving Misner data in ] (also known as "2+1 dimensions"). At around the same time ] wrote the first code that evolved a system with gravitational radiation using a cylindrical symmetry.<ref>{{cite journal |first=T. |last=Piran |title=Cylindrical general relativistic collapse |journal=] |volume=41 |issue=16 |pages=1085–1088 |year=1978 |doi=10.1103/PhysRevLett.41.1085 |bibcode = 1978PhRvL..41.1085P }}</ref> In this calculation Piran has set the foundation for many of the concepts used today in evolving ADM equations, like "free evolution" versus "constrained evolution",{{clarify|date=March 2014}} which deal with the fundamental problem of treating the constraint equations that arise in the ADM formalism. Applying symmetry reduced the computational and memory requirements associated with the problem, allowing the researchers to obtain results on the ] available at the time.
Next, we need some way to relate the successive hypersurfaces. We imagine a set of observers moving through time along the direction normal to the hypersurface. If we choose one such observer, and denote the proper time by <math>\tau</math>, we can relate it to the time coordinate ''t'' by way of the "lapse function" <math>\alpha</math>: <br />
<math>d\tau = \alpha(t, x^k) dt\ .</math> <br />
Similarly, we need to relate the position of the observer on one slice to its position on the next slice, using coordinates. If the change in time coordinate is ''dt'', and the change in spatial coordinates is <math>dx^i</math>, we can relate the two as: <br />
<math>dx^i = -\beta^i(t,x^k)\, dt\ .</math> <br />
The functions <math>\beta^i</math> are known as the "shift vector".


===Early results===
The way in which we foliate a spacetime is certainly not unique, as there is clearly no need (other than smoothness) for the spatial coordinates on neighboring slices to be related to each other uniquely. This means that the functions <math>\alpha(t,x^k)</math> and <math>\beta^i(t,x^k)</math> can be freely chosen. These two functions determine our choice of coordinate system, and are known as "] functions" for this reason.
The first realistic calculations of rotating collapse were carried out in the early eighties by Richard Stark and Tsvi Piran<ref>{{cite journal |last1=Stark |first1=R. F. |last2=Piran |first2=T. |title=Gravitational-wave emission from rotating gravitational collapse |journal=] |volume=55 |issue=8 |pages=891–894 |year=1985 |doi=10.1103/PhysRevLett.55.891 |pmid=10032474 |bibcode = 1985PhRvL..55..891S }}</ref> in which the gravitational wave forms resulting from formation of a rotating black hole were calculated for the first time. For nearly 20 years following the initial results, there were fairly few other published results in numerical relativity, probably due to the lack of sufficiently powerful computers to address the problem. In the late 1990s, the ] successfully simulated a head-on ] collision. As a post-processing step the group computed the ] for the spacetime. This result still required imposing and exploiting axisymmetry in the calculations.<ref>{{cite journal |first1=Richard A. |last1=Matzner |first2=H. E. |last2=Seidel |first3=Stuart L. |last3=Shapiro |first4=L. |last4=Smarr |first5=W.-M. |last5=Suen |first6=Saul A. |last6=Teukolsky |first7=J. |last7=Winicour |title=Geometry of a black hole collision |journal=] |volume=270 |year=1995 |issue=5238 |pages=941–947 |doi=10.1126/science.270.5238.941 |bibcode = 1995Sci...270..941M |s2cid=121172545 |url=https://authors.library.caltech.edu/88435/1/941.full.pdf }}</ref>


Some of the first documented attempts to solve the Einstein equations in three dimensions were focused on a single ], which is described by a static and spherically symmetric solution to the Einstein field equations. This provides an excellent test case in numerical relativity because it does have a closed-form solution so that numerical results can be compared to an exact solution, because it is static, and because it contains one of the most numerically challenging features of relativity theory, a physical ]. One of the earliest groups to attempt to simulate this solution was Peter Anninos ''et al.'' in 1995.<ref>{{cite journal |first1=Peter |last1=Anninos |first2=Karen |last2=Camarda |first3=Joan |last3=Masso |first4=Edward |last4=Seidel |first5=Wai-Mo |last5=Suen |first6=John |last6=Towns |title=Three dimensional numerical relativity: the evolution of black holes |journal=] |volume=52 |year=1995 |issue=4 |pages=2059–2082 |doi=10.1103/PhysRevD.52.2059 |pmid=10019426 |arxiv = gr-qc/9503025 |bibcode = 1995PhRvD..52.2059A |s2cid=15501717 }}</ref> In their paper they point out that
The metric of the full spacetime can now be written in the form <br />
:"Progress in three dimensional numerical relativity has been impeded in part by lack of computers with sufficient memory and computational power to perform well resolved calculations of 3D spacetimes."
<math>
ds^2
=
\left( -\alpha^2 + \beta^i \beta^j \gamma_{ij} \right) dt^2
+
2\beta^i \gamma_{ij} dt dx^j + \gamma_{ij} dx^i dx^j\ .
</math> <br />
In computations for General Relativity, the desired "solution" is just the metric, given as a function of the coordinates. From the above equation, then, we see that objective is to find <math>\gamma_{ij}(t,x^k)</math>.


===Maturation of the field===
The mathematics of the 3+1 split of Einstein's equations was laid out in a series of papers by Arnowitt, Deser and Misner (]) in the early 1960s; the form actually used for most simulation efforts until the mid-1990s was described by York (1979).<ref>York, J W "Kinematics and Dynamics of General Relativity" from "Sources of Gravitational Radiation: Proceedings of the Battelle Seattle Workshop" ed. Larry Smarr, pp. 83-126 (Cambridge University Press 1979)</ref> ADM showed that data could be specified on an initial hypersurface, and Einstein's equations then show how that initial data evolves onto later hypersurfaces. More specifically, ADM showed that Einstein's equations separate into four "constraint" equations, and a set of "evolution" equations.
In the years that followed, not only did computers become more powerful, but also various research groups developed alternate techniques to improve the efficiency of the calculations. With respect to black hole simulations specifically, two techniques were devised to avoid problems associated with the existence of physical singularities in the solutions to the equations: (1) Excision, and (2) the "puncture" method. In addition the Lazarus group developed techniques for using early results from a short-lived simulation solving the nonlinear ADM equations, in order to provide initial data for a more stable code based on linearized equations derived from ]. More generally, ] techniques, already used in ] were introduced to the field of numerical relativity.


====Excision====
The four constraint equations are equations which only refer to quantities defined on each individual hypersurface, and must be satisfied on each hypersurface--including the initial slice. The evolution equations then describe how those quantities change in time. (In technical terms, ADM showed that Einstein's equations form a constrained ].)
In the excision technique, which was first proposed in the late 1990s,<ref>{{cite journal |last1=Alcubierre |first1=Miguel |author-link=Miguel Alcubierre |last2=Brugmann |first2=Bernd |year=2001 |title=Simple excision of a black hole in 3+1 numerical relativity |journal=Phys. Rev. D |volume=63 |issue=10 |pages=104006 |arxiv=gr-qc/0008067 |bibcode=2001PhRvD..63j4006A |doi=10.1103/PhysRevD.63.104006 |s2cid=35591865}}</ref> a portion of a spacetime inside of the ] surrounding the singularity of a black hole is simply not evolved. In theory this should not affect the solution to the equations outside of the event horizon because of the principle of ] and properties of the event horizon (i.e. nothing physical inside the black hole can influence any of the physics outside the horizon). Thus if one simply does not solve the equations inside the horizon one should still be able to obtain valid solutions outside. One "excises" the interior by imposing ingoing boundary conditions on a boundary surrounding the singularity but inside the horizon.
While the implementation of excision has been very successful, the technique has two minor problems. The first is that one has to be careful about the coordinate conditions. While physical effects cannot propagate from inside to outside, coordinate effects could. For example, if the coordinate conditions were elliptical, coordinate changes inside could instantly propagate out through the horizon. This then means that one needs hyperbolic type coordinate conditions with characteristic velocities less than that of light for the propagation of coordinate effects (e.g., using harmonic coordinates coordinate conditions). The second problem is that as the black holes move, one must continually adjust the location of the excision region to move with the black hole.


The excision technique was developed over several years including the development of new gauge conditions that increased stability and work that demonstrated the ability of the excision regions to move through the computational grid.<ref>{{cite journal |first1=C. |last1=Bona |first2=J. |last2=Masso |first3=E. |last3=Seidel |first4=J. |last4=Stela |title=New formalism for numerical relativity |journal=Phys. Rev. Lett. |volume=75 |year=1995 |issue=4 |pages=600–603 |doi=10.1103/PhysRevLett.75.600 |pmid=10060068 |arxiv = gr-qc/9412071 |bibcode = 1995PhRvL..75..600B |s2cid=19846364 }}</ref><ref>{{cite journal |first=G. B. |last=Cook |title=Boosted three-dimensional black-hole evolutions with singularity excision |journal=Phys. Rev. Lett. |volume=80 |year=1998 |issue=12 |pages=2512–2516 |doi=10.1103/PhysRevLett.80.2512 |arxiv = gr-qc/9711078 |bibcode = 1998PhRvL..80.2512C |s2cid=14432705 |display-authors=etal}}</ref><ref>{{cite journal |last=Alcubierre |first=Miguel |author-link=Miguel Alcubierre |year=2003 |title=Hyperbolic slicings of spacetime: singularity avoidance and gauge shocks |journal=Classical and Quantum Gravity |volume=20 |issue=4 |pages=607–623 |arxiv=gr-qc/0210050 |bibcode=2003CQGra..20..607A |doi=10.1088/0264-9381/20/4/304 |s2cid=119349361}}</ref><ref>{{cite journal |last1=Alcubierre |first1=Miguel |author-link=Miguel Alcubierre |last2=Brugmann |first2=Bernd |last3=Diener |first3=Peter |last4=Koppitz |first4=Michael |last5=Pollney |first5=Denis |last6=Seidel |first6=Edward |last7=Takahashi |first7=Ryoji |year=2003 |title=Gauge conditions for long-term numerical black hole evolutions without excision |journal=Phys. Rev. D |volume=67 |issue=8 |pages=084023 |arxiv=gr-qc/0206072 |bibcode=2003PhRvD..67h4023A |doi=10.1103/PhysRevD.67.084023 |s2cid=29026273}}</ref><ref>{{cite journal |first1=Bernd |last1=Brugmann |first2=Wolfgang |last2=Tichy |first3=Nina |last3=Jansen |title=Numerical simulation of orbiting black holes |journal=Phys. Rev. Lett. |volume=92 |year=2004 |issue=21 |pages=211101 |doi=10.1103/PhysRevLett.92.211101 |pmid=15245270 |arxiv = gr-qc/0312112 |bibcode = 2004PhRvL..92u1101B |s2cid=17256720 }}</ref><ref>{{cite journal |first1=Deirdre |last1=Shoemaker|author1-link=Deirdre Shoemaker |first2=Kenneth |last2=Smith |first3=Ulrich |last3=Sperhake |first4=Pablo |last4=Laguna |first5=Erik |last5=Schnetter |first6=David |last6=Fiske |title=Moving black holes via singularity excision |journal=Class. Quantum Grav. |volume=20 |year=2003 |issue=16 |pages=3729–3744 |doi=10.1088/0264-9381/20/16/313 |arxiv = gr-qc/0301111 |bibcode = 2003CQGra..20.3729S |s2cid=118897417 }}</ref> The first stable, long-term evolution of the orbit and merger of two black holes using this technique was published in 2005.<ref name="Pretorius2005">{{cite journal |first=F. |last=Pretorius |title=Evolution of Binary Black-Hole Spacetimes |journal=Phys. Rev. Lett. |volume=95 |issue=12 |pages=121101 |year=2005 |doi=10.1103/PhysRevLett.95.121101 |arxiv = gr-qc/0507014 |bibcode = 2005PhRvL..95l1101P |pmid=16197061|s2cid=24225193 }}</ref>
==Computational Difficulties==
In addition to the normal difficulties associated with the development of stable and accurate numerical methods, there are some particular problems inherent to numerical relativity.


====Punctures====
It can be shown that if the constraint equations are satisfied initially, and the variables are evolved exactly according to the evolution equations, then the constraints will remain satisfied at all later times. In theory, this means that it is only necessary to specify initial data which satisfy the constraints and evolve according to the evolution equations to have a correct solution to Einstein's equations. Unfortunately, discretising the problem produces complications. In an analogous fashion to numerical methods attempting to solve the ] where care must be taken to preserve the divergence free condition of the magnetic field, numerical methods which attempt to solve Einstein's equations must take care to keep the magnitude of the constraint violation under control or the solution loses validity. To this end, ] or ] schemes are often used to evolve the Einstein equations. In addition, much work is done in fomulating constraint conserving boundary conditions at the analytic level.
In the puncture method the solution is factored into an analytical part,<ref>{{cite journal |first1=Steven |last1=Brandt |first2=Bernd |last2=Bruegmann |title=A simple construction of initial data for multiple black holes |journal=Physical Review Letters |volume=78 |year=1997 |issue=19 |pages=3606–3609 |doi=10.1103/PhysRevLett.78.3606 |arxiv = gr-qc/9703066 |bibcode = 1997PhRvL..78.3606B |s2cid=12024926 }}</ref> which contains the singularity of the black hole, and a numerically constructed part, which is then singularity free. This is a generalization of the Brill-Lindquist <ref>{{cite journal |first1=D. |last1=Brill |first2=R. |last2=Lindquist |title=Interaction energy in geometrostatics |journal=Phys. Rev. |volume=131 |year=1963 |issue=1 |pages=471–476 |doi=10.1103/PhysRev.131.471 |bibcode = 1963PhRv..131..471B }}</ref> prescription for initial data of black holes at rest and can be generalized to the Bowen-York<ref>{{cite journal |first1=J. |last1=Bowen |first2=J. W. |last2=York |title=Time-asymmetric initial data for black holes and black-hole collisions |journal=Phys. Rev. D |volume=21 |year=1980 |issue=8 |pages=2047–2056 |doi=10.1103/PhysRevD.21.2047 |bibcode = 1980PhRvD..21.2047B }}</ref> prescription for spinning and moving black hole initial data. Until 2005, all published usage of the puncture method required that the coordinate position of all punctures remain fixed during the course of the simulation. Of course black holes in proximity to each other will tend to move under the force of gravity, so the fact that the coordinate position of the puncture remained fixed meant that the coordinate systems themselves became "stretched" or "twisted," and this typically led to numerical instabilities at some stage of the simulation.


====2005's Breakthrough (''annus mirabilis'' of numerical relativity)====
A primary goal of numerical relativity is the description of black hole spacetimes, this is problematic from a numerical standpoint because of the difficulties associated with representing a physical singularity on a computational domain. Two techniques are commonly used to treat black holes computationally: excision methods, whereby the singular region is removed and treated by an apparent horizon inner boundary and puncture methods, whereby the singularity is essentially factored out.
In 2005, a group of researchers demonstrated for the first time the ability to allow punctures to move through the coordinate system, thus eliminating some of the earlier problems with the method. This allowed accurate long-term evolutions of black holes.<ref name="Pretorius2005" /><ref>{{cite journal |last1=Campanelli |first1=M. |author-link=Manuela Campanelli (scientist) |last2=Lousto |first2=C. O. |author-link2=Carlos Lousto |last3=Marronetti |first3=P. |last4=Zlochower |first4=Y. |year=2006 |title=Accurate Evolutions of Orbiting Black-Hole Binaries without Excision |journal=Phys. Rev. Lett. |volume=96 |issue=11 |pages=111101 |arxiv=gr-qc/0511048 |bibcode=2006PhRvL..96k1101C |doi=10.1103/PhysRevLett.96.111101 |pmid=16605808 |s2cid=5954627}}</ref><ref>{{cite journal |first1=John G. |last1=Baker |first2=Joan |last2=Centrella |author2-link= Joan Centrella |first3=Dae-Il |last3=Choi |first4=Michael |last4=Koppitz |first5=James |last5=van Meter |title=Gravitational-Wave Extraction from an Inspiraling Configuration of Merging Black Holes |journal=Phys. Rev. Lett. |volume=96 |issue=11 |pages=111102 |year=2006 |doi=10.1103/PhysRevLett.96.111102 |arxiv = gr-qc/0511103 |bibcode = 2006PhRvL..96k1102B |pmid=16605809|s2cid=23409406 }}</ref> By choosing appropriate coordinate conditions and making crude analytic assumption about the fields near the singularity (since no physical effects can propagate out of the black hole, the crudeness of the approximations does not matter), numerical solutions could be obtained to the problem of two black holes orbiting each other, as well as accurate computation of ] (ripples in spacetime) emitted by them. 2005 was renamed the "'']''" of numerical relativity, 100 years after the '']'' ] of ] (1905).


====Lazarus project====
==Methodology==
The Lazarus project (1998–2005) was developed as a post-Grand Challenge technique to extract astrophysical results from short lived full numerical simulations of binary black holes. It combined approximation techniques before (post-Newtonian trajectories) and after (perturbations of single black holes) with full numerical simulations attempting to solve Einstein's field equations.<ref>{{cite journal |last1=Baker |first1=J. |last2=Campanelli |first2=M. |author-link2=Manuela Campanelli (scientist) |last3=Lousto |first3=C. O. |author-link3=Carlos Lousto |year=2002 |title=The Lazarus project: A pragmatic approach to binary black hole evolutions |journal=Phys. Rev. D |volume=65 |issue=4 |pages=044001 |arxiv=gr-qc/0104063 |bibcode=2002PhRvD..65d4001B |doi=10.1103/PhysRevD.65.044001 |s2cid=11080736}}</ref> All previous attempts to numerically integrate in supercomputers the Hilbert-Einstein equations describing the gravitational field around binary black holes led to software failure before a single orbit was completed.


The Lazarus project approach, in the meantime, gave the best insight into the binary black hole problem and produced numerous and relatively accurate results, such as the radiated energy and angular momentum emitted in the latest merging state,<ref>{{cite journal |last1=Baker |first1=J. |last2=Brügmann |first2=B. |last3=Campanelli |first3=M. |author-link3=Manuela Campanelli (scientist) |last4=Lousto |first4=C. O. |author-link4=Carlos Lousto |last5=Takahashi |first5=R. |year=2001 |title=Plunge wave forms from inspiralling binary black holes |journal=Phys. Rev. Lett. |volume=87 |issue=12 |pages=121103 |arxiv=gr-qc/0102037 |bibcode=2001PhRvL..87l1103B |doi=10.1103/PhysRevLett.87.121103 |pmid=11580497 |s2cid=39434471}}</ref><ref>{{cite journal |last1=Baker |first1=J. |last2=Campanelli |first2=M. |author-link2=Manuela Campanelli (scientist) |last3=Lousto |first3=C. O. |author-link3=Carlos Lousto |last4=Takahashi |first4=R. |year=2002 |title=Modeling gravitational radiation from coalescing binary black holes |journal=Phys. Rev. D |volume=65 |issue=12 |pages=124012 |arxiv=astro-ph/0202469 |bibcode=2002PhRvD..65l4012B |doi=10.1103/PhysRevD.65.124012 |s2cid=39834308}}</ref> the linear momentum radiated by unequal mass holes,<ref>{{cite journal |last=Campanelli |first=Manuela |author-link=Manuela Campanelli (scientist) |year=2005 |title=Understanding the fate of merging supermassive black holes |journal=Class. Quantum Grav. |volume=22 |issue=10 |pages=S387–S393 |arxiv=astro-ph/0411744 |bibcode=2005CQGra..22S.387C |doi=10.1088/0264-9381/22/10/034 |s2cid=119011566}}</ref> and the final mass and spin of the remnant black hole.<ref>{{cite journal |last1=Baker |first1=J. |last2=Campanelli |first2=M. |author-link2=Manuela Campanelli (scientist) |last3=Lousto |first3=C. O. |author-link3=Carlos Lousto |last4=Takahashi |first4=R. |year=2004 |title=Coalescence remnant of spinning binary black holes |journal=Phys. Rev. D |volume=69 |issue=2 |pages=027505 |arxiv=astro-ph/0305287 |bibcode=2004PhRvD..69b7505B |doi=10.1103/PhysRevD.69.027505 |s2cid=119371535}}</ref> The method also computed detailed gravitational waves emitted by the merger process and predicted that the collision of black holes is the most energetic single event in the Universe, releasing more energy in a fraction of a second in the form of gravitational radiation than an entire galaxy in its lifetime.
===Elliptic Equations===
In the case of producing stationary spacetimes, static spacetimes or producing initial data, three dimensional ] must be solved. In some cases, symmetry may effectively reduce the dimensionality of the problem. The ] of these problems depend crucially on the specification of the boundary values. It is common to suppose that isolated systems in general relativity are ], which gives ] if compact coordinates are used or a ] which suitably approximates asymptotic flatness if the domain is truncated for computational simplicity. In the case of spacetimes containing a black hole, an inner surface is specified as an apparent horizon which yields a ].


====Adaptive mesh refinement====
The resulting partial differential equations are then solved using ], ], ] or any other numerical technique for solving elliptic equations. Other specific problems in general relativity also require the solution of elliptic equations.
] (AMR) as a numerical method has roots that go well beyond its first application in the field of numerical relativity. Mesh refinement first appears in the numerical relativity literature in the 1980s, through the work of Choptuik in his studies of ] of ].<ref>{{cite book |first=M. W. |last=Choptuik |chapter=Experiences with an adaptive mesh refinement algorithm in numerical relativity |title=Frontiers in numerical relativity |editor-first=C. |editor-last=Evans |editor2-first=L. |editor2-last=Finn |editor3-first=D. |editor3-last=Hobill |publisher=Cambridge University Press |location=Cambridge |year=1989 |isbn=0521366666 }}</ref><ref>{{cite journal |first=M. W. |last=Choptuik |title=Universality and scaling in gravitational collapse of massless scalar field |journal=Phys. Rev. Lett. |volume=70 |issue=1 |year=1993 |pages=9–12 |doi=10.1103/PhysRevLett.70.9 |bibcode = 1993PhRvL..70....9C |pmid=10053245}}</ref> The original work was in one dimension, but it was subsequently extended to two dimensions.<ref>{{cite journal|author-link1=Matthew Choptuik |first1=Matthew W. |last1=Choptuik |first2=Eric W. |last2=Hirschmann |first3=Steven L. |last3=Liebling |first4=Frans |last4=Pretorius |title=Critical collapse of the massless scalar field in axisymmetry |journal=Phys. Rev. D |volume=68 |year=2003 |issue=4 |pages=044007 |doi=10.1103/PhysRevD.68.044007 |arxiv = gr-qc/0305003 |bibcode = 2003PhRvD..68d4007C |s2cid=14053692 }}</ref> In two dimensions, AMR has also been applied to the study of ],<ref>{{cite book |first=Simon David |last=Hern |title=Numerical relativity and inhomogeneous cosmologies |publisher=Ph.D. Dissertation, Cambridge University |year=1999 }}</ref><ref>{{cite book |first=Z. B. |last=Belanger |title=Adaptive mesh refinement in the T2 symmetric spacetime |publisher=Master's Thesis, Oakland University |year=2001 }}</ref> and to the study of ].<ref>{{cite journal |first1=Erik |last1=Schnetter |first2=Scott H. |last2=Hawley |first3=Ian |last3=Hawke |title=Evolutions in 3D numerical relativity using fixed mesh refinement |journal=Class. Quantum Grav. |volume=21 |year=2004 |issue=6 |pages=1465–1488 |doi=10.1088/0264-9381/21/6/014 |arxiv = gr-qc/0310042 |bibcode = 2004CQGra..21.1465S |s2cid=52322605 }}</ref> The technique has now become a standard tool in numerical relativity and has been used to study the merger of black holes and other compact objects in addition to the propagation of ] generated by such astronomical events.<ref>{{cite journal |first1=Breno |last1=Imbiriba |first2=John |last2=Baker |first3=Dae-Il |last3=Choi |first4=Joan |last4=Centrella |author4-link= Joan Centrella |first5=David R. |last5=Fiske |first6=J. David |last6=Brown |first7=James R. |last7=van Meter |first8=Kevin |last8=Olson |title=Evolving a puncture black hole with fixed mesh refinement |journal=Phys. Rev. D |volume=70 |year=2004 |issue=12 |pages=124025 |doi=10.1103/PhysRevD.70.124025 |arxiv = gr-qc/0403048 |bibcode = 2004PhRvD..70l4025I |s2cid=119376660 }}</ref><ref>{{cite journal |first1=David R. |last1=Fiske |first2=John G. |last2=Baker |first3=James R. |last3=van Meter |first4=Dae-Il |last4=Choi |first5=Joan M. |last5=Centrella|author5-link= Joan Centrella |title=Wave zone extraction of gravitational radiation in three-dimensional numerical relativity |journal=Phys. Rev. D |volume=71 |year=2005 |issue=10 |pages=104036 |doi=10.1103/PhysRevD.71.104036 |arxiv = gr-qc/0503100 |bibcode = 2005PhRvD..71j4036F |s2cid=119402841 }}</ref>


==Recent developments==
===Evolution===
In the past few years{{When|date=March 2022}}, hundreds of research papers have been published leading to a wide spectrum of mathematical relativity, gravitational wave, and astrophysical results for the orbiting black hole problem. This technique extended to astrophysical binary systems involving neutron stars and black holes,<ref>{{cite journal |first1=Zachariah B. |last1=Etienne |first2=Yuk Tung |last2=Liu |first3=Stuart L. |last3=Shapiro |first4=Thomas W. |last4=Baumgarte |title=Relativistic Simulations of Black Hole-Neutron Star Mergers: Effects of black-hole spin |journal=Phys. Rev. D |volume=76 |issue=4 |pages=104021 |year=2009 |doi=10.1103/PhysRevD.79.044024 |bibcode = 2009PhRvD..79d4024E |arxiv = 0812.2245 |s2cid=119110932 }}</ref> and multiple black holes.<ref>{{cite journal |first1=Carlos O. |last1=Lousto |author-link= Carlos Lousto |first2=Yosef |last2=Zlochower |title=Foundations of multiple-black-hole evolutions |journal=Phys. Rev. D |volume=77 |issue=2 |pages=024034 |year=2008 |doi=10.1103/PhysRevD.77.024034 |bibcode = 2008PhRvD..77b4034L |arxiv = 0711.1165 |s2cid=96426196 }}</ref> One of the most surprising predictions is that the merger of two black holes can give the remnant hole a speed of up to 4000&nbsp;km/s that can allow it to escape from any known galaxy.<ref>{{cite journal |last1=Campanelli |first1=Manuela |author-link=Manuela Campanelli (scientist) |last2=Lousto |first2=Carlos O. |author-link2=Carlos Lousto |last3=Zlochower |first3=Yosef |last4=Merritt |first4=David |author-link4=David Merritt |year=2007 |title=Maximum Gravitational Recoil |journal=Phys. Rev. Lett. |volume=98 |issue=23 |pages=231102 |arxiv=gr-qc/0702133 |bibcode=2007PhRvL..98w1102C |doi=10.1103/PhysRevLett.98.231102 |pmid=17677894 |s2cid=29246347}}</ref><ref>{{cite journal |first1=James |last1=Healy |first2=Frank |last2=Herrmann |first3=Ian |last3=Hinder |first4=Deirdre M. |last4=Shoemaker |first5=Pablo |last5=Laguna |first6=Richard A. |last6=Matzner |bibcode=2009PhRvL.102d1101H |title=Superkicks in Hyperbolic Encounters of Binary Black Holes |journal=Phys. Rev. Lett. |volume=102 |issue=4 |pages=041101 |year=2009 |doi=10.1103/PhysRevLett.102.041101 |arxiv = 0807.3292 |pmid=19257409|s2cid=9897187 }}</ref> The simulations also predict an enormous release of gravitational energy in this merger process, amounting up to 8% of its total rest mass.<ref>{{cite journal |last1=Campanelli |first1=Manuela |author-link=Manuela Campanelli (scientist) |last2=Lousto |first2=Carlos O. |author-link2=Carlos Lousto |last3=Zlochower |first3=Yosef |last4=Krishnan |first4=Badri |last5=Merritt |first5=David |year=2007 |title=Spin flips and precession in black-hole-binary mergers |journal=Phys. Rev. D |volume=75 |issue=6 |pages=064030 |arxiv=gr-qc/0612076 |bibcode=2007PhRvD..75f4030C |doi=10.1103/PhysRevD.75.064030 |s2cid=119334687}}</ref>

In general, an evolution equation expresses the time derivative of a variable in terms of spatial derivatives of that variable and other variables. Implementing these equations on a computer, then, requires methods to take spatial derivatives of the functions (spatial differentiation), and use the resulting time derivative to evolve the variables (time stepping).

====Spatial Differentiation====
For ''D'' spatial dimensions in a simulation where physical phenomena are reduced to a set of difference equations (restricting attention to ]s) with a corresponding ''D''-dimensional array of ''N'' "mesh points", the ] time is of ] <math>\mathcal{O}(N^{D+1})</math> and the ] required is of order <math>\mathcal{O}(N^{D})</math>. Typically, the accuracy of finite-difference methods improves with the number of points as <math>N^2</math> (second-order), <math>N^4</math> (fourth-order), or some times <math>N^6</math> (sixth-order).

An alternative technique is to approximate each variable in a spectral series. Examples of spectral series include ], expansion in terms of ], and ]. These approximations can then be differentiated exactly. The advantage of this technique is the speed with which its accuracy improves (its ] rate); the accuracy of spectral methods typically improves as <math>e^N</math>. Compared to <math>N^2</math> or <math>N^4</math> for finite differencing, this is a vast improvement.

The disadvantage of spectral methods is their sensitivity to smoothness of the functions they are used with. Especially in situations involving matter, shocks and discontinuities can arise easily. In those cases, spectral methods are not worth the trouble, and finite differencing methods are preferred. Nonetheless, many simulations of solutions of the vacuum Einstein equations can be significantly improved by using spectral methods. The great majority of Numerical Relativity research groups currently use finite differencing methods, for reasons of simplicity.

====Time Stepping====
The most common techniques for time stepping are Iterated ] and ]. Iterated Crank-Nicolson is a second-order convergent method, which means that its errors decrease with time step <math>\Delta t</math> as <math>1/(\Delta t)^2</math>. Runge-Kutta methods are somewhat more general. The "classic" Runge-Kutta algorithm is fourth-order convergent, but related algorithms can be made arbitrarily convergent.

There is a penalty, however, for moving to higher-order methods. These methods require more computations, and therefore run more slowly. The method used in a given simulation depends on balancing the accuracy with the time required. Many simulations which use second-order finite differencing, for example, use Iterated Crank-Nicolson time stepping because higher accuracy is not always needed.


==See also== ==See also==
*] * ]
*] * ]
* ]
* ]
* ]


==Notes== ==Notes==
{{reflist}} {{reflist|30em}}


==External links== ==External links==
* &mdash; A review article which includes a nice (technical) discussion of numerical relativity. * A review article which includes a technical discussion of numerical relativity.
* &mdash; A (technical) review article about rotating stars, with a section on numerical relativity applications. * A technical review article about rotating stars, with a section on numerical relativity applications.
* &mdash; A basic introduction to concepts of Numerical Relativity. * A basic introduction to concepts of Numerical Relativity.
*


{{DEFAULTSORT:Numerical Relativity}}
] ]
] ]

Latest revision as of 10:33, 18 December 2024

Sub-area of scientific computing for solving General Relativity equations

Numerical relativity is one of the branches of general relativity that uses numerical methods and algorithms to solve and analyze problems. To this end, supercomputers are often employed to study black holes, gravitational waves, neutron stars and many other phenomena described by Albert Einstein's theory of general relativity. A currently active field of research in numerical relativity is the simulation of relativistic binaries and their associated gravitational waves.

Overview

A primary goal of numerical relativity is to study spacetimes whose exact form is not known. The spacetimes so found computationally can either be fully dynamical, stationary or static and may contain matter fields or vacuum. In the case of stationary and static solutions, numerical methods may also be used to study the stability of the equilibrium spacetimes. In the case of dynamical spacetimes, the problem may be divided into the initial value problem and the evolution, each requiring different methods.

Numerical relativity is applied to many areas, such as cosmological models, critical phenomena, perturbed black holes and neutron stars, and the coalescence of black holes and neutron stars, for example. In any of these cases, Einstein's equations can be formulated in several ways that allow us to evolve the dynamics. While Cauchy methods have received a majority of the attention, characteristic and Regge calculus based methods have also been used. All of these methods begin with a snapshot of the gravitational fields on some hypersurface, the initial data, and evolve these data to neighboring hypersurfaces.

Like all problems in numerical analysis, careful attention is paid to the stability and convergence of the numerical solutions. In this line, much attention is paid to the gauge conditions, coordinates, and various formulations of the Einstein equations and the effect they have on the ability to produce accurate numerical solutions.

Numerical relativity research is distinct from work on classical field theories as many techniques implemented in these areas are inapplicable in relativity. Many facets are however shared with large scale problems in other computational sciences like computational fluid dynamics, electromagnetics, and solid mechanics. Numerical relativists often work with applied mathematicians and draw insight from numerical analysis, scientific computation, partial differential equations, and geometry among other mathematical areas of specialization.

History

Foundations in theory

Albert Einstein published his theory of general relativity in 1915. It, like his earlier theory of special relativity, described space and time as a unified spacetime subject to what are now known as the Einstein field equations. These form a set of coupled nonlinear partial differential equations (PDEs). After more than 100 years since the first publication of the theory, relatively few closed-form solutions are known for the field equations, and, of those, most are cosmological solutions that assume special symmetry to reduce the complexity of the equations.

The field of numerical relativity emerged from the desire to construct and study more general solutions to the field equations by approximately solving the Einstein equations numerically. A necessary precursor to such attempts was a decomposition of spacetime back into separated space and time. This was first published by Richard Arnowitt, Stanley Deser, and Charles W. Misner in the late 1950s in what has become known as the ADM formalism. Although for technical reasons the precise equations formulated in the original ADM paper are rarely used in numerical simulations, most practical approaches to numerical relativity use a "3+1 decomposition" of spacetime into three-dimensional space and one-dimensional time that is closely related to the ADM formulation, because the ADM procedure reformulates the Einstein field equations into a constrained initial value problem that can be addressed using computational methodologies.

At the time that ADM published their original paper, computer technology would not have supported numerical solution to their equations on any problem of any substantial size. The first documented attempt to solve the Einstein field equations numerically appears to be by S. G. Hahn and R. W. Lindquist in 1964, followed soon thereafter by Larry Smarr and by K. R. Eppley. These early attempts were focused on evolving Misner data in axisymmetry (also known as "2+1 dimensions"). At around the same time Tsvi Piran wrote the first code that evolved a system with gravitational radiation using a cylindrical symmetry. In this calculation Piran has set the foundation for many of the concepts used today in evolving ADM equations, like "free evolution" versus "constrained evolution", which deal with the fundamental problem of treating the constraint equations that arise in the ADM formalism. Applying symmetry reduced the computational and memory requirements associated with the problem, allowing the researchers to obtain results on the supercomputers available at the time.

Early results

The first realistic calculations of rotating collapse were carried out in the early eighties by Richard Stark and Tsvi Piran in which the gravitational wave forms resulting from formation of a rotating black hole were calculated for the first time. For nearly 20 years following the initial results, there were fairly few other published results in numerical relativity, probably due to the lack of sufficiently powerful computers to address the problem. In the late 1990s, the Binary Black Hole Grand Challenge Alliance successfully simulated a head-on binary black hole collision. As a post-processing step the group computed the event horizon for the spacetime. This result still required imposing and exploiting axisymmetry in the calculations.

Some of the first documented attempts to solve the Einstein equations in three dimensions were focused on a single Schwarzschild black hole, which is described by a static and spherically symmetric solution to the Einstein field equations. This provides an excellent test case in numerical relativity because it does have a closed-form solution so that numerical results can be compared to an exact solution, because it is static, and because it contains one of the most numerically challenging features of relativity theory, a physical singularity. One of the earliest groups to attempt to simulate this solution was Peter Anninos et al. in 1995. In their paper they point out that

"Progress in three dimensional numerical relativity has been impeded in part by lack of computers with sufficient memory and computational power to perform well resolved calculations of 3D spacetimes."

Maturation of the field

In the years that followed, not only did computers become more powerful, but also various research groups developed alternate techniques to improve the efficiency of the calculations. With respect to black hole simulations specifically, two techniques were devised to avoid problems associated with the existence of physical singularities in the solutions to the equations: (1) Excision, and (2) the "puncture" method. In addition the Lazarus group developed techniques for using early results from a short-lived simulation solving the nonlinear ADM equations, in order to provide initial data for a more stable code based on linearized equations derived from perturbation theory. More generally, adaptive mesh refinement techniques, already used in computational fluid dynamics were introduced to the field of numerical relativity.

Excision

In the excision technique, which was first proposed in the late 1990s, a portion of a spacetime inside of the event horizon surrounding the singularity of a black hole is simply not evolved. In theory this should not affect the solution to the equations outside of the event horizon because of the principle of causality and properties of the event horizon (i.e. nothing physical inside the black hole can influence any of the physics outside the horizon). Thus if one simply does not solve the equations inside the horizon one should still be able to obtain valid solutions outside. One "excises" the interior by imposing ingoing boundary conditions on a boundary surrounding the singularity but inside the horizon. While the implementation of excision has been very successful, the technique has two minor problems. The first is that one has to be careful about the coordinate conditions. While physical effects cannot propagate from inside to outside, coordinate effects could. For example, if the coordinate conditions were elliptical, coordinate changes inside could instantly propagate out through the horizon. This then means that one needs hyperbolic type coordinate conditions with characteristic velocities less than that of light for the propagation of coordinate effects (e.g., using harmonic coordinates coordinate conditions). The second problem is that as the black holes move, one must continually adjust the location of the excision region to move with the black hole.

The excision technique was developed over several years including the development of new gauge conditions that increased stability and work that demonstrated the ability of the excision regions to move through the computational grid. The first stable, long-term evolution of the orbit and merger of two black holes using this technique was published in 2005.

Punctures

In the puncture method the solution is factored into an analytical part, which contains the singularity of the black hole, and a numerically constructed part, which is then singularity free. This is a generalization of the Brill-Lindquist prescription for initial data of black holes at rest and can be generalized to the Bowen-York prescription for spinning and moving black hole initial data. Until 2005, all published usage of the puncture method required that the coordinate position of all punctures remain fixed during the course of the simulation. Of course black holes in proximity to each other will tend to move under the force of gravity, so the fact that the coordinate position of the puncture remained fixed meant that the coordinate systems themselves became "stretched" or "twisted," and this typically led to numerical instabilities at some stage of the simulation.

2005's Breakthrough (annus mirabilis of numerical relativity)

In 2005, a group of researchers demonstrated for the first time the ability to allow punctures to move through the coordinate system, thus eliminating some of the earlier problems with the method. This allowed accurate long-term evolutions of black holes. By choosing appropriate coordinate conditions and making crude analytic assumption about the fields near the singularity (since no physical effects can propagate out of the black hole, the crudeness of the approximations does not matter), numerical solutions could be obtained to the problem of two black holes orbiting each other, as well as accurate computation of gravitational radiation (ripples in spacetime) emitted by them. 2005 was renamed the "annus mirabilis" of numerical relativity, 100 years after the annus mirabilis papers of special relativity (1905).

Lazarus project

The Lazarus project (1998–2005) was developed as a post-Grand Challenge technique to extract astrophysical results from short lived full numerical simulations of binary black holes. It combined approximation techniques before (post-Newtonian trajectories) and after (perturbations of single black holes) with full numerical simulations attempting to solve Einstein's field equations. All previous attempts to numerically integrate in supercomputers the Hilbert-Einstein equations describing the gravitational field around binary black holes led to software failure before a single orbit was completed.

The Lazarus project approach, in the meantime, gave the best insight into the binary black hole problem and produced numerous and relatively accurate results, such as the radiated energy and angular momentum emitted in the latest merging state, the linear momentum radiated by unequal mass holes, and the final mass and spin of the remnant black hole. The method also computed detailed gravitational waves emitted by the merger process and predicted that the collision of black holes is the most energetic single event in the Universe, releasing more energy in a fraction of a second in the form of gravitational radiation than an entire galaxy in its lifetime.

Adaptive mesh refinement

Adaptive mesh refinement (AMR) as a numerical method has roots that go well beyond its first application in the field of numerical relativity. Mesh refinement first appears in the numerical relativity literature in the 1980s, through the work of Choptuik in his studies of critical collapse of scalar fields. The original work was in one dimension, but it was subsequently extended to two dimensions. In two dimensions, AMR has also been applied to the study of inhomogeneous cosmologies, and to the study of Schwarzschild black holes. The technique has now become a standard tool in numerical relativity and has been used to study the merger of black holes and other compact objects in addition to the propagation of gravitational radiation generated by such astronomical events.

Recent developments

In the past few years, hundreds of research papers have been published leading to a wide spectrum of mathematical relativity, gravitational wave, and astrophysical results for the orbiting black hole problem. This technique extended to astrophysical binary systems involving neutron stars and black holes, and multiple black holes. One of the most surprising predictions is that the merger of two black holes can give the remnant hole a speed of up to 4000 km/s that can allow it to escape from any known galaxy. The simulations also predict an enormous release of gravitational energy in this merger process, amounting up to 8% of its total rest mass.

See also

Notes

  1. Cook, Gregory B. (2000-11-14). "Initial Data for Numerical Relativity". Living Reviews in Relativity. 3 (1): 5. arXiv:gr-qc/0007085. Bibcode:2000LRR.....3....5C. doi:10.12942/lrr-2000-5. PMC 5660886. PMID 29142501.
  2. Einstein, Albert (1915). "Die feldgleichungen der gravitation". Sitzungsberichte der Königlich Preußischen Akademie der Wissenschaften: 844–847.
  3. Arnowitt, R.; Deser, S.; Misner, C. W. (1962). "The dynamics of general relativity". In Witten, L. (ed.). Gravitation: An Introduction to Current Research. New York: Wiley. pp. 227–265.
  4. Hahn, S. G.; Lindquist, R. W. (1964). "The two-body problem in geometrodynamics". Ann. Phys. 29 (2): 304–331. Bibcode:1964AnPhy..29..304H. doi:10.1016/0003-4916(64)90223-4.
  5. Smarr, Larry (1975). The structure of general relativity with a numerical illustration : the collision of two black holes (Ph.D. thesis). University of Texas at Austin. OCLC 27646162. Retrieved 2024-03-07.
  6. Smarr, Larry (1977). "Spacetimes generated by computers: Black holes with gravitational radiation". Ann. N.Y. Acad. Sci. 302: 569–. Bibcode:1977NYASA.302..569S. doi:10.1111/j.1749-6632.1977.tb37076.x. S2CID 84665358.
  7. Eppley, K.R. (1975). Numerical evolution of the collision of two black holes (Ph.D. thesis). Princeton University. OCLC 8314225. Retrieved 2024-03-07.
  8. Piran, T. (1978). "Cylindrical general relativistic collapse". Phys. Rev. Lett. 41 (16): 1085–1088. Bibcode:1978PhRvL..41.1085P. doi:10.1103/PhysRevLett.41.1085.
  9. Stark, R. F.; Piran, T. (1985). "Gravitational-wave emission from rotating gravitational collapse". Phys. Rev. Lett. 55 (8): 891–894. Bibcode:1985PhRvL..55..891S. doi:10.1103/PhysRevLett.55.891. PMID 10032474.
  10. Matzner, Richard A.; Seidel, H. E.; Shapiro, Stuart L.; Smarr, L.; Suen, W.-M.; Teukolsky, Saul A.; Winicour, J. (1995). "Geometry of a black hole collision" (PDF). Science. 270 (5238): 941–947. Bibcode:1995Sci...270..941M. doi:10.1126/science.270.5238.941. S2CID 121172545.
  11. Anninos, Peter; Camarda, Karen; Masso, Joan; Seidel, Edward; Suen, Wai-Mo; Towns, John (1995). "Three dimensional numerical relativity: the evolution of black holes". Phys. Rev. D. 52 (4): 2059–2082. arXiv:gr-qc/9503025. Bibcode:1995PhRvD..52.2059A. doi:10.1103/PhysRevD.52.2059. PMID 10019426. S2CID 15501717.
  12. Alcubierre, Miguel; Brugmann, Bernd (2001). "Simple excision of a black hole in 3+1 numerical relativity". Phys. Rev. D. 63 (10): 104006. arXiv:gr-qc/0008067. Bibcode:2001PhRvD..63j4006A. doi:10.1103/PhysRevD.63.104006. S2CID 35591865.
  13. Bona, C.; Masso, J.; Seidel, E.; Stela, J. (1995). "New formalism for numerical relativity". Phys. Rev. Lett. 75 (4): 600–603. arXiv:gr-qc/9412071. Bibcode:1995PhRvL..75..600B. doi:10.1103/PhysRevLett.75.600. PMID 10060068. S2CID 19846364.
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