Numerical Simulations of Black Hole Spacetimes
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1 Numerical Simulations of Black Hole Spacetimes Lee Lindblom Senior Research Associate Theoretical Astrophysics Physics Research Conference California Institute of Technology 24 May 2007 Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
2 Caltech-Cornell Numerical Relativity Collaboration Group leaders: Lee Lindblom, Mark Scheel, and Harald Pfeiffer at Caltech; Saul Teukolsky and Larry Kidder at Cornell. Kidder Lindblom Pfeiffer Scheel Teukolsky Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
3 Caltech-Cornell Numerical Relativity Collaboration Group leaders: Lee Lindblom, Mark Scheel, and Harald Pfeiffer at Caltech; Saul Teukolsky and Larry Kidder at Cornell. Kidder Lindblom Pfeiffer Scheel Teukolsky Caltech group: Michael Boyle, Jeandrew Brink, Duncan Brown, Tony Chu, Michael Cohen, Lee Lindblom, Geoffrey Lovelace, Keith Matthews, Robert Owen, Harald Pfeiffer, Oliver Rinne, Mark Scheel, Kip Thorne. Cornell group: Matthew Duez, Francois Foucart, Lawrence Kidder, Francois Limousin, Abdul Mroue, Nick Taylor, Saul Teukolsky, James York. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
4 Motivation: Gravitational Wave Astronomy Recent work in numerical relativity is aimed at providing model waveforms for gravitational wave (GW) astronomy (LIGO, etc.). Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
5 Motivation: Gravitational Wave Astronomy Recent work in numerical relativity is aimed at providing model waveforms for gravitational wave (GW) astronomy (LIGO, etc.). Binary black hole systems emit large amounts of GW as the holes inspiral and ultimately merge. These are expected to be among the strongest sources detectable by LIGO. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
6 Motivation: Gravitational Wave Astronomy Recent work in numerical relativity is aimed at providing model waveforms for gravitational wave (GW) astronomy (LIGO, etc.). Binary black hole systems emit large amounts of GW as the holes inspiral and ultimately merge. These are expected to be among the strongest sources detectable by LIGO. Numerical waveforms may be useful in detection (to construct better data filters), and/or in modeling detected signals n(t) h(t) t (sec.) Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
7 Motivation: Gravitational Wave Astronomy Recent work in numerical relativity is aimed at providing model waveforms for gravitational wave (GW) astronomy (LIGO, etc.). Binary black hole systems emit large amounts of GW as the holes inspiral and ultimately merge. These are expected to be among the strongest sources detectable by LIGO. Numerical waveforms may be useful in detection (to construct better data filters), and/or in modeling detected signals n(t) h(t) 100 h(t) t (sec.) Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
8 Motivation: Gravitational Wave Astronomy Recent work in numerical relativity is aimed at providing model waveforms for gravitational wave (GW) astronomy (LIGO, etc.). Binary black hole systems emit large amounts of GW as the holes inspiral and ultimately merge. These are expected to be among the strongest sources detectable by LIGO. Numerical waveforms may be useful in detection (to construct better data filters), and/or in modeling detected signals n(t) h(t) h(f) S 1/2 (f) t (sec.) f (Hz) Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
9 Why Is Numerical Relativity So Difficult? Dynamics of binary black hole problem is driven by delicate adjustments to orbit due to emission of gravitational waves. Very big computational problem: Must evolve 50 dynamical fields (spacetime metric plus all first derivatives). Must accurately resolve features on many scales from black hole horizons r GM/c 2 to emitted waves r 100GM/c 2. Many grid points are required 10 6 even if points are located optimally. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
10 Why Is Numerical Relativity So Difficult? Dynamics of binary black hole problem is driven by delicate adjustments to orbit due to emission of gravitational waves. Very big computational problem: Must evolve 50 dynamical fields (spacetime metric plus all first derivatives). Must accurately resolve features on many scales from black hole horizons r GM/c 2 to emitted waves r 100GM/c 2. Many grid points are required 10 6 even if points are located optimally. Most representations of the Einstein equations have mathematically ill-posed initial value problems. Constraint violating instabilities destroy stable numerical solutions in many well-posed forms of the equations. Unstable BBH Movie Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
11 Recent Progress in Numerical Relativity Frans Pretorius performs first numerical BBH inspiral, merger and ringdown calculations in the spring of 2005 using a generalized harmonic formulation of the Einstein equations. Pretorius Inspiral Movie Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
12 Recent Progress in Numerical Relativity Frans Pretorius performs first numerical BBH inspiral, merger and ringdown calculations in the spring of 2005 using a generalized harmonic formulation of the Einstein equations. Pretorius Inspiral Movie Groups at NASA GSFC and U. Texas Brownsville simultaneously announce similar BBH simulations in the fall of 2005 using very different methods (BSSN puncture). LSU/AEI collaboration obtains similar results in Dec Penn State group begins the study of physical properties of BBH orbits in early 2006 by evolving unequal mass binaries and measuring the kick velocity using BSSN puncture methods.... Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
13 Outline of Remainder of Talk: Three technical issues: Constraint Damping. Spectral Methods. Feedback Control Systems. Interesting binary black hole simulations. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
14 Gauge and Constraints in Electromagnetism The usual representation of the vacuum Maxwell equations split into evolution equations and constraints: t E = B, E = 0, t B = E, B = 0. These equations are often written in the more compact 4-dimensional notation: a F ab = 0 and [a F bc] = 0, where F ab has components E and B. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
15 Gauge and Constraints in Electromagnetism The usual representation of the vacuum Maxwell equations split into evolution equations and constraints: t E = B, E = 0, t B = E, B = 0. These equations are often written in the more compact 4-dimensional notation: a F ab = 0 and [a F bc] = 0, where F ab has components E and B. Maxwell s equations are often re-expressed in terms of a vector potential F ab = a A b b A a : a a A b b a A a = 0. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
16 Gauge and Constraints in Electromagnetism The usual representation of the vacuum Maxwell equations split into evolution equations and constraints: t E = B, E = 0, t B = E, B = 0. These equations are often written in the more compact 4-dimensional notation: a F ab = 0 and [a F bc] = 0, where F ab has components E and B. Maxwell s equations are often re-expressed in terms of a vector potential F ab = a A b b A a : a a A b b a A a = 0. This form of Maxwell s equations is manifestly hyperbolic as long as the gauge is chosen correctly, e.g., let a A a = H(x, t), giving: a a A b ( 2 t + 2 x + 2 y + 2 z ) Ab = b H. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
17 Constraint Damping Where are the constraints: a a A b = b H? Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
18 Constraint Damping Where are the constraints: a a A b = b H? Gauge condition becomes a constraint: 0 = C a A a H. Maxwell s equations imply that this constraint is preserved: a a C = 0. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
19 Constraint Damping Where are the constraints: a a A b = b H? Gauge condition becomes a constraint: 0 = C a A a H. Maxwell s equations imply that this constraint is preserved: a a C = 0. Modify evolution equations by adding multiples of the constraints: a a A b = b H+γ 0 t b C = b H+γ 0 t b ( a A a H). These changes also affect the constraint evolution equation, a a C γ 0 t b b C = 0, so constraint violations are damped when γ 0 > 0. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
20 Constraint Damped Einstein System Generalized Harmonic form of Einstein s equations have properties similar to Maxwell s equations: Gauge (coordinate) conditions are imposed by specifying the divergence of the spacetime metric: a g ab = H b +... Evolution equations become manifestly hyperbolic: g ab =... Gauge conditions become constraints. Constraint damping terms can be added which make numerical evolutions stable C Without Constraint Damping 10-8 With Constraint Damping t/m Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
21 Numerical Solution of Evolution Equations t u = F (u, x u, x, t). Choose a grid of spatial points, x n. x n 1 x n x n+1 Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
22 Numerical Solution of Evolution Equations t u = F (u, x u, x, t). Choose a grid of spatial points, x n. Evaluate the function u on this grid: u n (t) = u(x n, t). u n 1 u n u n+1 x n 1 x n x n+1 Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
23 Numerical Solution of Evolution Equations t u = F (u, x u, x, t). Choose a grid of spatial points, x n. Evaluate the function u on this grid: u n (t) = u(x n, t). u n 1 u n u n+1 x n 1 x n x n+1 Approximate the spatial derivatives at the grid points x u(x n ) = k D n ku k. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
24 Numerical Solution of Evolution Equations t u = F (u, x u, x, t). Choose a grid of spatial points, x n. Evaluate the function u on this grid: u n (t) = u(x n, t). u n 1 u n u n+1 x n 1 x n x n+1 Approximate the spatial derivatives at the grid points x u(x n ) = k D n ku k. Evaluate F at the grid points x n in terms of the u k : F (u k, x n, t). Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
25 Numerical Solution of Evolution Equations t u = F (u, x u, x, t). Choose a grid of spatial points, x n. Evaluate the function u on this grid: u n (t) = u(x n, t). u n 1 u n u n+1 x n 1 x n x n+1 Approximate the spatial derivatives at the grid points x u(x n ) = k D n ku k. Evaluate F at the grid points x n in terms of the u k : F (u k, x n, t). Solve the coupled system of ordinary differential equations, du n (t) dt = F [u k (t), x n, t], using standard numerical methods (e.g. Runge-Kutta). Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
26 Basic Numerical Methods Different numerical methods use different ways of choosing the grid points x n, and different expressions for the spatial derivatives x u(u n ) = k D n ku k. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
27 Basic Numerical Methods Different numerical methods use different ways of choosing the grid points x n, and different expressions for the spatial derivatives x u(u n ) = k D n ku k. Most numerical groups use finite difference methods: Uniformly spaced grids: x n x n 1 = x = constant. Use Taylor expansions, u n 1 = u(x n x) = u(x n ) x u(x n ) x + 2 x u(x n ) x 2 /2 + O( x 3 ), u n+1 = u(x n + x) = u(x n ) + x u(x n ) x + 2 x u(x n ) x 2 /2 + O( x 3 ), to obtain the needed expressions for x u: x u(x n ) = u n+1 u n 1 2 x + O( x 2 ). Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
28 Basic Numerical Methods Different numerical methods use different ways of choosing the grid points x n, and different expressions for the spatial derivatives x u(u n ) = k D n ku k. Most numerical groups use finite difference methods: Uniformly spaced grids: x n x n 1 = x = constant. Use Taylor expansions, u n 1 = u(x n x) = u(x n ) x u(x n ) x + 2 x u(x n ) x 2 /2 + O( x 3 ), u n+1 = u(x n + x) = u(x n ) + x u(x n ) x + 2 x u(x n ) x 2 /2 + O( x 3 ), to obtain the needed expressions for x u: x u(x n ) = u n+1 u n 1 + O( x 2 ). 2 x Grid spacing decreases as the number of grid points N increases, x 1/N. Errors in finite difference methods scale as N p. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
29 Basic Numerical Methods II A few groups (Caltech/Cornell, Meudon) use spectral methods. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
30 Basic Numerical Methods II A few groups (Caltech/Cornell, Meudon) use spectral methods. Represent functions as finite sums: u(x, t) = N 1 k=0 ũk(t)e ikx. Choose grid points x n to allow efficient (and exact) inversion of the series: ũ k (t) = N 1 n=0 w n u(x n, t)e ikxn. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
31 Basic Numerical Methods II A few groups (Caltech/Cornell, Meudon) use spectral methods. Represent functions as finite sums: u(x, t) = N 1 k=0 ũk(t)e ikx. Choose grid points x n to allow efficient (and exact) inversion of the series: ũ k (t) = N 1 n=0 w n u(x n, t)e ikxn. Obtain derivative formulas by differentiating the series: x u(x n, t) = N 1 k=0 ũk(t) x e ikxn = N 1 m=0 D n m u(x m, t). Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
32 Basic Numerical Methods II A few groups (Caltech/Cornell, Meudon) use spectral methods. Represent functions as finite sums: u(x, t) = N 1 k=0 ũk(t)e ikx. Choose grid points x n to allow efficient (and exact) inversion of the series: ũ k (t) = N 1 n=0 w n u(x n, t)e ikxn. Obtain derivative formulas by differentiating the series: x u(x n, t) = N 1 k=0 ũk(t) x e ikxn = N 1 m=0 D n m u(x m, t). Errors in spectral methods are dominated by the size of ũ N. Estimate the errors (for Fourier series of smooth functions): ũ N = 1 π u(x)e inx dx = 1 ( ) i π du(x) 2π π 2π N π dx e inx dx = 1 ( ) i p π d p u(x) 2π N dx p e inx dx 1 N p max d p u(x) dx p. π Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
33 Basic Numerical Methods II A few groups (Caltech/Cornell, Meudon) use spectral methods. Represent functions as finite sums: u(x, t) = N 1 k=0 ũk(t)e ikx. Choose grid points x n to allow efficient (and exact) inversion of the series: ũ k (t) = N 1 n=0 w n u(x n, t)e ikxn. Obtain derivative formulas by differentiating the series: x u(x n, t) = N 1 k=0 ũk(t) x e ikxn = N 1 m=0 D n m u(x m, t). Errors in spectral methods are dominated by the size of ũ N. Estimate the errors (for Fourier series of smooth functions): ũ N = 1 π u(x)e inx dx = 1 ( ) i π du(x) 2π π 2π N π dx e inx dx = 1 ( ) i p π d p u(x) 2π N dx p e inx dx 1 N p max d p u(x) dx p. π Errors in spectral methods decrease faster than any power of N. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
34 Comparing Different Numerical Methods Wave propagation with second-order finite difference method: N=200 N=200 N= t= t= t= U(x,t) 1.5 U(x,t) 1.5 U(x,t) π/2 π 3π/2 2π x π/2 π 3π/2 2π x π/2 π 3π/2 2π x Figures from Hesthaven, Gottlieb, & Gottlieb (2007). Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
35 Comparing Different Numerical Methods Wave propagation with second-order finite difference method: N=200 N=200 N= t= t= t= U(x,t) 1.5 U(x,t) 1.5 U(x,t) π/2 π 3π/2 2π x π/2 π 3π/2 2π x Wave propagation with spectral method: π/2 π 3π/2 2π x 3.0 N=10 N=10 N= t= t= t= U(x,t) 1.5 U(x,t) 1.5 U(x,t) π/2 π 3π/2 2π x π/2 π 3π/2 2π x Figures from Hesthaven, Gottlieb, & Gottlieb (2007) π/2 π 3π/2 2π x Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
36 Moving Black Holes Black hole interior is not in causal contact with exterior. Interior is removed, introducing an excision boundary. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
37 Moving Black Holes Black hole interior is not in causal contact with exterior. Interior is removed, introducing an excision boundary. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
38 Moving Black Holes Black hole interior is not in causal contact with exterior. Interior is removed, introducing an excision boundary. Numerical grid must be moved when black holes move too far. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
39 Moving Black Holes Black hole interior is not in causal contact with exterior. Interior is removed, introducing an excision boundary. Numerical grid must be moved when black holes move too far. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
40 Moving Black Holes Black hole interior is not in causal contact with exterior. Interior is removed, introducing an excision boundary. Numerical grid must be moved when black holes move too far. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
41 Moving Black Holes Black hole interior is not in causal contact with exterior. Interior is removed, introducing an excision boundary. Numerical grid must be moved when black holes move too far. Problems: Difficult to get smooth extrapolation at trailing edge of horizon. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
42 Moving Black Holes Black hole interior is not in causal contact with exterior. Interior is removed, introducing an excision boundary. Numerical grid must be moved when black holes move too far. Problems: Difficult to get smooth extrapolation at trailing edge of horizon. Causality trouble at leading edge of horizon. t Horizon Outside Horizon x Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
43 Outside Horizon Moving Black Holes Black hole interior is not in causal contact with exterior. Interior is removed, introducing an excision boundary. Numerical grid must be moved when black holes move too far. Problems: Difficult to get smooth extrapolation at trailing edge of horizon. Causality trouble at leading edge of horizon. Solution: t Choose coordinates that smoothly track the motions of the centers of the black holes. Horizon x Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
44 Horizon Tracking Coordinates Coordinates must be used that track the motions of the holes. A coordinate transformation from inertial coordinates, ( x, ȳ, z), to co-moving coordinates (x, y, z), consisting of a rotation followed by an expansion, x y z = e a( t) cos ϕ( t) sin ϕ( t) 0 sin ϕ( t) cos ϕ( t) is general enough to keep the holes fixed in co-moving coordinates for suitably chosen functions a( t) and ϕ( t). Since the motions of the holes are not known a priori, the functions a( t) and ϕ( t) must be chosen dynamically and adaptively as the system evolves. x ȳ z, Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
45 Horizon Tracking Coordinates II δϕ y c Measure the co-moving centers of the holes: x c (t) and y c (t), or equivalently Q x (t) = x c(t) x c (0), x c (0) Q y (t) = y c(t) x c (t). x c Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
46 Horizon Tracking Coordinates II δϕ y c Measure the co-moving centers of the holes: x c (t) and y c (t), or equivalently Q x (t) = x c(t) x c (0), x c (0) Q y (t) = y c(t) x c (t). Choose the map parameters a(t) and ϕ(t) to keep Q x (t) and Q y (t) small. Changing the map parameters by the small amounts, δa and δϕ, results in associated small changes in δq x and δq y : δq x = δa, x c δq y = δϕ. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
47 Horizon Tracking Coordinates III Measure the quantities Q y (t), dq y (t)/dt, d 2 Q y (t)/dt 2, and set d 3 ϕ dt 3 = λ3 Q y + 3λ 2 dq y dt + 3λ d 2 Q y dt 2 = d 3 Q y dt 3. The solutions to this closed-loop equation for Q y have the form Q y (t) = (At 2 + Bt + C)e λt, so Q y always decreases as t. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
48 Horizon Tracking Coordinates III Measure the quantities Q y (t), dq y (t)/dt, d 2 Q y (t)/dt 2, and set d 3 ϕ dt 3 = λ3 Q y + 3λ 2 dq y dt + 3λ d 2 Q y dt 2 = d 3 Q y dt 3. The solutions to this closed-loop equation for Q y have the form Q y (t) = (At 2 + Bt + C)e λt, so Q y always decreases as t. This works! We are now able to evolve binary black holes using horizon tracking coordinates until just before merger Q y = Q x = y c (t) x c (t) x c (t) - x c (0) x c (0) t / M ADM Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
49 Caltech/Cornell Spectral Einstein Code (SpEC): Multi-domain spectral method. State of the art elliptic solver for computing BBH initial data, etc. Constraint damped generalized harmonic Einstein equations: g ab = F ab (g, g). Constraint-preserving, physical and gauge boundary conditions. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
50 Evolving Binary Black Hole Spacetimes We can now evolve binary black hole spacetimes with excellent accuracy and computational efficiency through many orbits Head-on Merger Movie Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
51 Gravitational Waveforms 0.2 High precision gravitational waveform for equal mass non-spinning BBH system h r / M ADM t / M ADM Ψ 4 Movie Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
52 Black Hole Recoil Asymmetric binaries (unequal masses and/or non-aligned spins) emit linear momentum into GW; final merged hole recoils with non-zero velocity. Maximum recoil velocity for non-spinning holes is 175 km/sec. Recoil velocities of 2000 km/sec have been measured in spinning black hole simulations (estimated maximum 4000 km/sec). Large recoils are probably rare (Schnittman & Buonanno 2007) v (km/s) 150 recoil (km s 1 ) Baker, et al Campanelli Damour and Gopakumar Herrmann, et al Sopuerta, et al η ϑ Gonzalez, et al. (2006) Campanelli, et al. (2007) Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
53 Spin Dynamics in Binary Black Hole Systems Merger is delayed in BBHs with spins aligned with the orbital angular momentum; merger happens more quickly in binaries with anti-aligned spins. Complicated spin dynamics are observed in BBH mergers with non-aligned spins Campanelli, et al. (2007) Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
54 Post-Newtonian Waveform Calibration Preliminary comparisons of the numerical gravitational wave phase with predictions of various post-newtonian orders PN 3PN φ PN PN 0093h g Lev5 Extrapolation Error PN-phase comparison and numerical error budget (May 2007) t/(m 1 +M 2 ) Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
55 Summary Advances in understanding the Einstein equations provide new formulations suitable for numerical evolutions: hyperbolic formulations with constraint damping and well posed initial-boundary value problems. High accuracy multi-orbit binary black hole simulations are now routine (but not yet cheap). Numerical waveforms suitable for LIGO data analysis are starting to be generated. Interesting non-linear dynamics of binary black hole mergers are beginning to be investigated. Lee Lindblom (Caltech) Numerical Black Hole Simulations PRC 5/24/ / 24
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