Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant...

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Finite Element Methods in General Relativity Harish Narayanan Computational Mechanics Laboratory 2006 Engineering Graduate Student Symposium November 3 rd , 2006

Transcript of Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant...

Page 1: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

Finite Element Methods in General Relativity

Harish NarayananComputational Mechanics Laboratory

2006 Engineering Graduate Student Symposium

November 3rd, 2006

Page 2: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

Some science history

• Newton’s “Principia” (1687); Maxwell’s “Theory” (1864)

• Newtonian gravity:

◦ Gravitational potential for a point mass m: Φ = −Gmr

◦ Corresponding acceleration: g = −∇Φ = −Gmr2 er

• Unable to explain:

◦ Bending of light due to stars◦ Magnitude of the precession of the orbit of Mercury

• 5600 − 5557 = 43 seconds of arc per century

• Action at a distance

Page 3: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

Some science history

• Newton’s “Principia” (1687); Maxwell’s “Theory” (1864)

• Newtonian gravity:

◦ Gravitational potential for a point mass m: Φ = −Gmr

◦ Corresponding acceleration: g = −∇Φ = −Gmr2 er

• Unable to explain:

◦ Bending of light due to stars◦ Magnitude of the precession of the orbit of Mercury

• 5600 − 5557 = 43 seconds of arc per century

• Action at a distance

Page 4: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

Some science history

• Newton’s “Principia” (1687); Maxwell’s “Theory” (1864)

• Newtonian gravity:

◦ Gravitational potential for a point mass m: Φ = −Gmr

◦ Corresponding acceleration: g = −∇Φ = −Gmr2 er

• Unable to explain:

◦ Bending of light due to stars◦ Magnitude of the precession of the orbit of Mercury

• 5600 − 5557 = 43 seconds of arc per century

• Action at a distance

Page 5: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

Warming up with special relativity

• Maxwell’s equations ⇒ Speed of EM waves c � 3 × 108 m/s. . . with respect to what?

• “The laws of physics are the same in all uniformly movingreference frames”

• Interesting implications:

◦ Cosmic speed limit: 1 ≤ γ = 1√1−v2/c2

< ∞◦ Time dilation: ∆t′ = γ∆t◦ Lorentz contraction: ∆x′ = ∆x

γ

◦ Mass-energy equivalence: E = Mc2 = γmc2

• Minkowski metric: ds2 = −dt2 + dx2 + dy2 + dz2

ηµν =

−1 0 0 00 1 0 00 0 1 00 0 0 1

Page 6: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

Warming up with special relativity

• Maxwell’s equations ⇒ Speed of EM waves c � 3 × 108 m/s. . . with respect to what?

• “The laws of physics are the same in all uniformly movingreference frames”

• Interesting implications:

◦ Cosmic speed limit: 1 ≤ γ = 1√1−v2/c2

< ∞◦ Time dilation: ∆t′ = γ∆t◦ Lorentz contraction: ∆x′ = ∆x

γ

◦ Mass-energy equivalence: E = Mc2 = γmc2

• Minkowski metric: ds2 = −dt2 + dx2 + dy2 + dz2

ηµν =

−1 0 0 00 1 0 00 0 1 00 0 0 1

Page 7: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

Warming up with special relativity

• Maxwell’s equations ⇒ Speed of EM waves c � 3 × 108 m/s. . . with respect to what?

• “The laws of physics are the same in all uniformly movingreference frames”

• Interesting implications:

◦ Cosmic speed limit: 1 ≤ γ = 1√1−v2/c2

< ∞◦ Time dilation: ∆t′ = γ∆t◦ Lorentz contraction: ∆x′ = ∆x

γ

◦ Mass-energy equivalence: E = Mc2 = γmc2

• Minkowski metric: ds2 = −dt2 + dx2 + dy2 + dz2

ηµν =

−1 0 0 00 1 0 00 0 1 00 0 0 1

Page 8: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

Warming up with special relativity

• Maxwell’s equations ⇒ Speed of EM waves c � 3 × 108 m/s. . . with respect to what?

• “The laws of physics are the same in all uniformly movingreference frames”

• Interesting implications:

◦ Cosmic speed limit: 1 ≤ γ = 1√1−v2/c2

< ∞◦ Time dilation: ∆t′ = γ∆t◦ Lorentz contraction: ∆x′ = ∆x

γ

◦ Mass-energy equivalence: E = Mc2 = γmc2

• Minkowski metric: ds2 = −dt2 + dx2 + dy2 + dz2

ηµν =

−1 0 0 00 1 0 00 0 1 00 0 0 1

Page 9: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

“Do not worry about your difficulties in mathematics, I assure youthat mine are greater.” — Einstein

Page 10: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

A crash course on modern geometry and topology

• Spacetime: Curved, pseudo-Riemannian manifold with ametric of signature (− + ++) ⇒ Charts and atlases allow usto relate them to Euclidean spaces, R

n

• Tensor: Multi-index object which transforms according to

Ai1...iqj1...jp

= Xi1k1

· · ·Xiqkq

Y l1j1· · ·Y l1

jpA

k1...kq

l1...lp

• Metric: Evolving, non-flat, symmetric, 2-index tensor, gµν

• Christoffel symbols: Γjks = 12

(∂gjs

∂wk + ∂gks

∂wj − ∂gjk

∂ws

)

• Covariant derivative: Y i;j = Y i

,j + Γjki Y k

• Riemann curvature tensor:Rρ

σµν = ∂µΓρνσ − ∂νΓρ

µσ + ΓρµλΓλ

νσ − ΓρνλΓλ

µσ

• Ricci tensor: Rij = Rkikj

• Scalar curvature: R = Rii

Page 11: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

A final prelude to general relativity

• What about action at a distance?

• What is so special about special relativity?. . . Physics is the same for all observers in uniform motion

• Do you know if you are in inertial reference frame?

Impossible to tell! ⇒ Principle of equivalence

Page 12: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

A final prelude to general relativity

• What about action at a distance?

• What is so special about special relativity?. . . Physics is the same for all observers in uniform motion

• Do you know if you are in inertial reference frame?

Impossible to tell! ⇒ Principle of equivalence

Page 13: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

A final prelude to general relativity

• What about action at a distance?

• What is so special about special relativity?. . . Physics is the same for all observers in uniform motion

• Do you know if you are in inertial reference frame?

Impossible to tell! ⇒ Principle of equivalence

Page 14: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

A final prelude to general relativity

• What about action at a distance?

• What is so special about special relativity?. . . Physics is the same for all observers in uniform motion

• Do you know if you are in inertial reference frame?

Impossible to tell! ⇒ Principle of equivalence

Page 15: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

A new basis for gravity

Gravity is the geometry of spacetime!

Page 16: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

A look at the field equations

• System of second order, coupled, nonlinear PDEs:

Gµυ = 8πGc4 Tµυ

G — Gravitational constantc — Velocity of light

• Einstein Tensor: Gµυ = Rµυ − 12gµυR

Rµυ — Ricci tensorR — Scalar curvature

• Stress energy tensor: Tµυ = (ρ + p)UµUυ + ρgµυ

Assuming a perfect fluid with 4-velocity Uµ, for e.g.

• Covariant divergence of G and T = 0 ⇒ Conservation laws

Page 17: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

A famous analytical solution

• Working in a coordinate chart with (r, θ, φ, t)• Spherically symmetric, static spacetime

• General form of such a metric:ds2 = A (r) dr2 + r2dθ2 + r2 sin2 θdφ2 + B (r) dt2

• Vacuum field equations: Rab = 0 ⇒4AB2 − 2rBAB + rABB + rB2A = 0rAB + 2A2B − 2AB − rBA = 0−2rBAB + rABB + rB2A − 4BAB = 0

Unique solution:

ds2 =(1 − 2Gm

c2r

)−1dr2 + r2(dθ2 + sin2 θdφ2) − c2

(1 − 2Gm

c2r

)dt2

using the weak field approximation: g00 = −c2 + 2Gmr

Page 18: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

Some ado about numerics

• Formulations in weak form exist for “3 + 1” space×timedecomposition (for FEM)

(First we develop an elegant covariant theory and then turn itback into a 3 + 1 form!)

• A typical numerical scheme

◦ Slice spacetime into spacelike 3D hyperspaces; Successiveslices are like “instants” of time

◦ Use the constraint equations and solve for the conditions onthe initial hypersurface

◦ Evolve these solutions forward◦ Peridically check if constraints are propagated correctly

• FeTK: Open source finite element software libraries for solvingcoupled PDEs on manifolds

Page 19: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

Some ado about numerics

• Formulations in weak form exist for “3 + 1” space×timedecomposition (for FEM)

(First we develop an elegant covariant theory and then turn itback into a 3 + 1 form!)

• A typical numerical scheme

◦ Slice spacetime into spacelike 3D hyperspaces; Successiveslices are like “instants” of time

◦ Use the constraint equations and solve for the conditions onthe initial hypersurface

◦ Evolve these solutions forward◦ Peridically check if constraints are propagated correctly

• FeTK: Open source finite element software libraries for solvingcoupled PDEs on manifolds

Page 20: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

Some ado about numerics

• Formulations in weak form exist for “3 + 1” space×timedecomposition (for FEM)

(First we develop an elegant covariant theory and then turn itback into a 3 + 1 form!)

• A typical numerical scheme

◦ Slice spacetime into spacelike 3D hyperspaces; Successiveslices are like “instants” of time

◦ Use the constraint equations and solve for the conditions onthe initial hypersurface

◦ Evolve these solutions forward◦ Peridically check if constraints are propagated correctly

• FeTK: Open source finite element software libraries for solvingcoupled PDEs on manifolds

Page 21: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

The usefulness of it all

• Better understanding of the physics of our universe

◦ Calculates precession of mercury’s orbit correctly!

• Simulations for gravitational wave detectors

◦ Recall this is a field theory, no action at a distance

• Physics of black holes

◦ Accretion disk evolution around black holes◦ Jet formation near black holes

• Relativistic flows: Jets, Shocks

. . .

Page 22: Finite Element Methods in General Relativity · 2019. 8. 21. · (First we develop an elegant covariant theory and then turn it back into a 3+1form!) • A typical numerical scheme

An incomplete bibliography• Hawking, “On the shoulders of giants” (Running Press, 2003)• Misner et al., “Gravitation” (Freeman, 1973)• Smoller, “Introduction to General Relativity” (Math 710:

“Topics in Moden Analysis” lecture notes, 2006)• Holst, “Adaptive numerical treatment of elliptic systems on

manifolds” (Adv. in Comp. Math, 2001)• Dubrovin et al., “Modern Geometry – 1” (Springer, 1991)• Wolfson, “Simply Einstein” (W. W. Norton & Co., 2003)• Einstein, “Relativity: The special and general theory” (Three

Rivers Press, 1995)• Lehner, “Numerical relativity: a review” (Class. and Quant.

Grav., 2001)• Meier, “Trends in Numerical Relativistic Astrophysics”

(Caltech)• Caroll, “Lecture notes on general relativity” (UCSB)• Images from:

◦ http://archive.ncsa.uiuc.edu/Cyberia/NumRel/NumRelHome.html

◦ http://psi.phys.wits.ac.za/teaching/Connell/