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Torsion tensor

From Wikipedia, the free encyclopedia
Object in differential geometry
For other uses, seeTorsion (disambiguation) andTorsion field (disambiguation).
Development of the unit circle in the Euclidean spaceR3{\displaystyle \mathbb {R} ^{3}}, with four different choices of flat connection preserving the Euclidean metric, defined byeiej=τei×ej{\displaystyle \nabla _{e_{i}}e_{j}=\tau \,e_{i}\times e_{j}}, whereτ{\displaystyle \tau } is a constant scalar, respectively:τ=0.01,0.1,0.5,1.0{\displaystyle \tau =0.01,0.1,0.5,1.0}. The resulting curves all have arc length2π{\displaystyle 2\pi }, curvature1{\displaystyle 1}, and respective torsionτ{\displaystyle \tau } (in the sense ofFrenet-Serret).

Indifferential geometry, thetorsion tensor is atensor that is associated to anyaffine connection. The torsion tensor is abilinear map of two input vectorsX,Y{\displaystyle X,Y}, that produces an output vectorT(X,Y){\displaystyle T(X,Y)} representing the displacement within a tangent space when the tangent space is developed (or "rolled") along an infinitesimal parallelogram whose sides areX,Y{\displaystyle X,Y}. It isskew symmetric in its inputs, because developing over the parallelogram in the opposite sense produces the opposite displacement, similarly to how ascrew moves in opposite ways when it is twisted in two directions.

Torsion is particularly useful in the study of the geometry ofgeodesics. Given a system of parametrized geodesics, one can specify a class of affine connections having those geodesics, but differing by their torsions. There is a unique connection whichabsorbs the torsion, generalizing theLevi-Civita connection to other, possibly non-metric situations (such asFinsler geometry). The difference between a connection with torsion, and a corresponding connection without torsion is a tensor, called thecontorsion tensor. Absorption of torsion also plays a fundamental role in the study ofG-structures andCartan's equivalence method. Torsion is also useful in the study of unparametrized families of geodesics, via the associatedprojective connection. Inrelativity theory, such ideas have been implemented in the form ofEinstein–Cartan theory.

Definition

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LetM be a manifold with anaffine connection on thetangent bundle (akacovariant derivative) ∇. Thetorsion tensor (sometimes called theCartan (torsion)tensor) of ∇ is thevector-valued 2-form defined onvector fieldsX andY by[1]

T(X,Y):=XYYX[X,Y]{\displaystyle T(X,Y):=\nabla _{X}Y-\nabla _{Y}X-[X,Y]}

where[X,Y] is theLie bracket of two vector fields. By theLeibniz rule,T(fX,Y) =T(X,fY) =fT(X,Y) for anysmooth functionf. SoT istensorial, despite being defined in terms of theconnection which is a first order differential operator: it gives a 2-form on tangent vectors, while the covariant derivative is only defined for vector fields.

Components of the torsion tensor

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The components of the torsion tensorTcab{\displaystyle T^{c}{}_{ab}} in terms of a localbasis(e1, ...,en) ofsections of the tangent bundle can be derived by settingX =ei,Y =ej and by introducing the commutator coefficientsγkijek := [ei,ej]. The components of the torsion are then[2]

Tkij:=ΓkijΓkjiγkij,i,j,k=1,2,,n.{\displaystyle T^{k}{}_{ij}:=\Gamma ^{k}{}_{ij}-\Gamma ^{k}{}_{ji}-\gamma ^{k}{}_{ij},\quad i,j,k=1,2,\ldots ,n.}

HereΓkij{\displaystyle {\Gamma ^{k}}_{ij}} are theconnection coefficients defining the connection. If the basis isholonomic then the Lie brackets vanish,γkij=0{\displaystyle \gamma ^{k}{}_{ij}=0}. SoTkij=2Γk[ij]{\displaystyle T^{k}{}_{ij}=2\Gamma ^{k}{}_{[ij]}}. In particular (see below), while thegeodesic equations determine the symmetric part of the connection, the torsion tensor determines the antisymmetric part.

The torsion form

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Thetorsion form, an alternative characterization of torsion, applies to theframe bundle FM of the manifoldM. Thisprincipal bundle is equipped with aconnection formω, agl(n)-valued one-form which maps vertical vectors to the generators of the right action ingl(n) and equivariantly intertwines the right action of GL(n) on the tangent bundle of FM with theadjoint representation ongl(n). The frame bundle also carries acanonical one-form θ, with values inRn, defined at a frameu ∈ FxM (regarded as a linear functionu :Rn → TxM) by[3]

θ(X)=u1(π(X)){\displaystyle \theta (X)=u^{-1}(\pi _{*}(X))}

whereπ  : FMM is the projection mapping for the principal bundle andπ∗ is its push-forward. The torsion form is then[4]

Θ=dθ+ωθ.{\displaystyle \Theta =d\theta +\omega \wedge \theta .}

Equivalently, Θ =, whereD is theexterior covariant derivative determined by the connection.

The torsion form is a (horizontal)tensorial form with values inRn, meaning that under the right action ofg ∈ GL(n) it transformsequivariantly:

RgΘ=g1Θ{\displaystyle R_{g}^{*}\Theta =g^{-1}\cdot \Theta }

whereg1{\displaystyle g^{-1}} acts on the right-hand side by its canonical action onRn.

Torsion form in a frame

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See also:connection form

The torsion form may be expressed in terms of aconnection form on the base manifoldM, written in a particular frame of the tangent bundle(e1, ...,en). The connection form expresses the exterior covariant derivative of these basic sections:[5]

Dei=ejωji.{\displaystyle D\mathbf {e} _{i}=\mathbf {e} _{j}{\omega ^{j}}_{i}.}

Thesolder form for the tangent bundle (relative to this frame) is thedual basisθi ∈ TM of theei, so thatθi(ej) =δij (theKronecker delta). Then the torsion 2-form has components

Θk=dθk+ωkjθj=Tkijθiθj.{\displaystyle \Theta ^{k}=d\theta ^{k}+{\omega ^{k}}_{j}\wedge \theta ^{j}={T^{k}}_{ij}\theta ^{i}\wedge \theta ^{j}.}

In the rightmost expression,

Tkij=θk(eiejejei[ei,ej]){\displaystyle {T^{k}}_{ij}=\theta ^{k}\left(\nabla _{\mathbf {e} _{i}}\mathbf {e} _{j}-\nabla _{\mathbf {e} _{j}}\mathbf {e} _{i}-\left[\mathbf {e} _{i},\mathbf {e} _{j}\right]\right)}

are the frame-components of the torsion tensor, as given in the previous definition.

It can be easily shown that Θi transforms tensorially in the sense that if a different frame

e~i=ejgji{\displaystyle {\tilde {\mathbf {e} }}_{i}=\mathbf {e} _{j}{g^{j}}_{i}}

for some invertible matrix-valued function (gji), then

Θ~i=(g1)ijΘj.{\displaystyle {\tilde {\Theta }}^{i}={\left(g^{-1}\right)^{i}}_{j}\Theta ^{j}.}

In other terms, Θ is a tensor of type(1, 2) (carrying one contravariant and two covariant indices).

Alternatively, the solder form can be characterized in a frame-independent fashion as the TM-valued one-formθ onM corresponding to the identity endomorphism of the tangent bundle under the duality isomorphismEnd(TM) ≈ TM ⊗ TM. Then the torsion 2-form is a section

ΘHom(2TM,TM){\displaystyle \Theta \in {\text{Hom}}\left({\textstyle \bigwedge }^{2}{\rm {T}}M,{\rm {T}}M\right)}

given by

Θ=Dθ,{\displaystyle \Theta =D\theta ,}

whereD is theexterior covariant derivative. (Seeconnection form for further details.)

Irreducible decomposition

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The torsion tensor can be decomposed into twoirreducible parts: atrace-free part and another part which contains the trace terms. Using theindex notation, the trace ofT is given by

ai=Tkik,{\displaystyle a_{i}=T^{k}{}_{ik},}

and the trace-free part is

Bijk=Tijk+1n1δijak1n1δikaj,{\displaystyle B^{i}{}_{jk}=T^{i}{}_{jk}+{\frac {1}{n-1}}\delta ^{i}{}_{j}a_{k}-{\frac {1}{n-1}}\delta ^{i}{}_{k}a_{j},}

whereδij is theKronecker delta.

Intrinsically, one has

THom(2TM,TM).{\displaystyle T\in \operatorname {Hom} \left({\textstyle \bigwedge }^{2}{\rm {T}}M,{\rm {T}}M\right).}

The trace ofT, trT, is an element of TM defined as follows. For each vector fixedX ∈ TM,T defines an elementT(X) ofHom(TM, TM) via

T(X):YT(XY).{\displaystyle T(X):Y\mapsto T(X\wedge Y).}

Then (trT)(X) is defined as the trace of this endomorphism. That is,

(trT)(X)=deftr(T(X)).{\displaystyle (\operatorname {tr} \,T)(X){\stackrel {\text{def}}{=}}\operatorname {tr} (T(X)).}

The trace-free part ofT is then

T0=T1n1ι(trT),{\displaystyle T_{0}=T-{\frac {1}{n-1}}\iota (\operatorname {tr} \,T),}

whereι denotes theinterior product.

Curvature and the Bianchi identities

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Thecurvature tensor of ∇ is a mappingTM × TM → End(TM) defined on vector fieldsX,Y, andZ by

R(X,Y)Z=XYZYXZ[X,Y]Z.{\displaystyle R(X,Y)Z=\nabla _{X}\nabla _{Y}Z-\nabla _{Y}\nabla _{X}Z-\nabla _{[X,Y]}Z.}

For vectors at a point, this definition is independent of how the vectors are extended to vector fields away from the point (thus it defines a tensor, much like the torsion).

TheBianchi identities relate the curvature and torsion as follows.[6] LetS{\displaystyle {\mathfrak {S}}} denote thecyclic sum overX,Y, andZ. For instance,

S(R(X,Y)Z):=R(X,Y)Z+R(Y,Z)X+R(Z,X)Y.{\displaystyle {\mathfrak {S}}\left(R\left(X,Y\right)Z\right):=R(X,Y)Z+R(Y,Z)X+R(Z,X)Y.}

Then the following identities hold

  1. Bianchi's first identity:
    S(R(X,Y)Z)=S(T(T(X,Y),Z)+(XT)(Y,Z)){\displaystyle {\mathfrak {S}}\left(R\left(X,Y\right)Z\right)={\mathfrak {S}}\left(T\left(T(X,Y),Z\right)+\left(\nabla _{X}T\right)\left(Y,Z\right)\right)}
  2. Bianchi's second identity:
    S((XR)(Y,Z)+R(T(X,Y),Z))=0{\displaystyle {\mathfrak {S}}\left(\left(\nabla _{X}R\right)\left(Y,Z\right)+R\left(T\left(X,Y\right),Z\right)\right)=0}

The curvature form and Bianchi identities

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Thecurvature form is thegl(n)-valued 2-form

Ω=Dω=dω+ωω{\displaystyle \Omega =D\omega =d\omega +\omega \wedge \omega }

where, again,D denotes the exterior covariant derivative. In terms of the curvature form and torsion form, the corresponding Bianchi identities are[7]

  1. DΘ=Ωθ{\displaystyle D\Theta =\Omega \wedge \theta }
  2. DΩ=0.{\displaystyle D\Omega =0.}

Moreover, one can recover the curvature and torsion tensors from the curvature and torsion forms as follows. At a pointu of FxM, one has[8]

R(X,Y)Z=u(2Ω(π1(X),π1(Y)))(u1(Z)),T(X,Y)=u(2Θ(π1(X),π1(Y))),{\displaystyle {\begin{aligned}R(X,Y)Z&=u\left(2\Omega \left(\pi ^{-1}(X),\pi ^{-1}(Y)\right)\right)\left(u^{-1}(Z)\right),\\T(X,Y)&=u\left(2\Theta \left(\pi ^{-1}(X),\pi ^{-1}(Y)\right)\right),\end{aligned}}}

where againu :Rn → TxM is the function specifying the frame in the fibre, and the choice of lift of the vectors via π−1 is irrelevant since the curvature and torsion forms are horizontal (they vanish on the ambiguous vertical vectors).

Characterizations and interpretations

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The torsion is a manner of characterizing the amount of slipping or twisting that a plane does when rolling along a surface or higher dimensionalaffine manifold.[9]

For example, consider rolling a plane along a small circle drawn on a sphere. If the plane does not slip or twist, then when the plane is rolled all the way along the circle, it will also trace a circle in the plane. It turns out that the plane will have rotated (despite there being no twist whilst rolling it), an effect due to thecurvature of the sphere. But the curve traced out will still be a circle, and so in particular a closed curve that begins and ends at the same point. On the other hand, if the plane were rolled along the sphere, but it was allowed it to slip or twist in the process, then the path the circle traces on the plane could be a much more general curve that need not even be closed. The torsion is a way to quantify this additional slipping and twisting while rolling a plane along a curve.

Thus the torsion tensor can be intuitively understood by taking a small parallelogram circuit with sides given by vectorsv andw, in a space and rolling thetangent space along each of the four sides of the parallelogram, marking the point of contact as it goes. When the circuit is completed, the marked curve will have been displaced out of the plane of the parallelogram by a vector, denotedT(v,w){\displaystyle T(v,w)}. Thus the torsion tensor is a tensor: a (bilinear) function of two input vectorsv andw that produces an output vectorT(v,w){\displaystyle T(v,w)}. It isskew symmetric in the argumentsv andw, a reflection of the fact that traversing the circuit in the opposite sense undoes the original displacement, in much the same way that twisting ascrew in opposite directions displaces the screw in opposite ways. The torsion tensor thus is related to, although distinct from, thetorsion of a curve, as it appears in theFrenet–Serret formulas: the torsion of a connection measures a dislocation of a developed curve out of its plane, while the torsion of a curve is also a dislocation out of itsosculating plane. In the geometry of surfaces, thegeodesic torsion describes how a surface twists about a curve on the surface. The companion notion ofcurvature measures how moving frames roll along a curve without slipping or twisting.

Example

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Consider the (flat)Euclidean spaceM=R3{\displaystyle M=\mathbb {R} ^{3}}. On it, we put a connection that is flat, but with non-zero torsion, defined on the standard Euclidean framee1,e2,e3{\displaystyle e_{1},e_{2},e_{3}} by the (Euclidean)cross product:eiej=ei×ej.{\displaystyle \nabla _{e_{i}}e_{j}=e_{i}\times e_{j}.}Consider now the parallel transport of the vectore2{\displaystyle e_{2}} along thee1{\displaystyle e_{1}} axis, starting at the origin. The parallel vector fieldX(x)=a(x)e2+b(x)e3{\displaystyle X(x)=a(x)e_{2}+b(x)e_{3}} thus satisfiesX(0)=e2{\displaystyle X(0)=e_{2}}, and the differential equation0=X˙=e1X=a˙e2+b˙e3+ae1×e2+be1×e3=(a˙b)e2+(b˙+a)e3.{\displaystyle {\begin{aligned}0={\dot {X}}&=\nabla _{e_{1}}X={\dot {a}}e_{2}+{\dot {b}}e_{3}+ae_{1}\times e_{2}+be_{1}\times e_{3}\\&=({\dot {a}}-b)e_{2}+({\dot {b}}+a)e_{3}.\end{aligned}}}Thusa˙=b,b˙=a{\displaystyle {\dot {a}}=b,{\dot {b}}=-a}, and the solution isX=cosxe2sinxe3{\displaystyle X=\cos x\,e_{2}-\sin x\,e_{3}}.

Now the tip of the vectorX{\displaystyle X}, as it is transported along thee1{\displaystyle e_{1}} axis traces out the helixxe1+cosxe2sinxe3.{\displaystyle x\,e_{1}+\cos x\,e_{2}-\sin x\,e_{3}.}Thus we see that, in the presence of torsion, parallel transport tends to twist a frame around the direction of motion, analogously to the role played by torsion in the classicaldifferential geometry of curves.

Development

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One interpretation of the torsion involves the development of a curve.[10] Suppose that a piecewise smooth closed loopγ:[0,1]M{\displaystyle \gamma :[0,1]\to M} is given, based at the pointpM{\displaystyle p\in M}, whereγ(0)=γ(1)=p{\displaystyle \gamma (0)=\gamma (1)=p}. We assume thatγ{\displaystyle \gamma } is homotopic to zero. The curve can be developed into the tangent space atp{\displaystyle p} in the following manner. Letθi{\displaystyle \theta ^{i}} be a parallel coframe alongγ{\displaystyle \gamma }, and letxi{\displaystyle x^{i}} be the coordinates onTpM{\displaystyle T_{p}M} induced byθi(p){\displaystyle \theta ^{i}(p)}. A development ofγ{\displaystyle \gamma } is a curveγ~{\displaystyle {\tilde {\gamma }}} inTpM{\displaystyle T_{p}M} whose coordinatesxi=xi(t){\displaystyle x^{i}=x^{i}(t)} sastify the differential equationdxi=γθi.{\displaystyle dx^{i}=\gamma ^{*}\theta ^{i}.}If the torsion is zero, then the developed curveγ~{\displaystyle {\tilde {\gamma }}} is also a closed loop (so thatγ~(0)=γ~(1){\displaystyle {\tilde {\gamma }}(0)={\tilde {\gamma }}(1)}). On the other hand, if the torsion is non-zero, then the developed curve may not be closed, so thatγ~(0)γ~(1){\displaystyle {\tilde {\gamma }}(0)\not ={\tilde {\gamma }}(1)}. Thus the development of a loop in the presence of torsion can become dislocated, analogously to ascrew dislocation.[11]

The foregoing considerations can be made more quantitative by considering a small parallelogram, originating at the pointpM{\displaystyle p\in M}, with sidesv,wTpM{\displaystyle v,w\in T_{p}M}. Then the tangent bivector to the parallelogram isvwΛ2TpM{\displaystyle v\wedge w\in \Lambda ^{2}T_{p}M}. The development of this parallelogram, using the connection, is no longer closed in general, and the displacement in going around the loop is translation by the vectorΘ(v,w){\displaystyle \Theta (v,w)}, whereΘ{\displaystyle \Theta } is the torsion tensor, up to higher order terms inv,w{\displaystyle v,w}. This displacement is directly analogous to theBurgers vector of crystallography.[12][13]

More generally, one can also transport amoving frame along the curveγ~{\displaystyle {\tilde {\gamma }}}. Thelinear transformation that the frame undergoes betweent=0,t=1{\displaystyle t=0,t=1} is then determined by the curvature of the connection. Together, the linear transformation of the frame and the translation of the starting point fromγ~(0){\displaystyle {\tilde {\gamma }}(0)} toγ~(1){\displaystyle {\tilde {\gamma }}(1)} comprise theholonomy of the connection.

The torsion of a filament

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Inmaterials science, and especiallyelasticity theory, ideas of torsion also play an important role. One problem models the growth of vines, focusing on the question of how vines manage to twist around objects.[14] The vine itself is modeled as a pair of elastic filaments twisted around one another. In its energy-minimizing state, the vine naturally grows in the shape of ahelix. But the vine may also be stretched out to maximize its extent (or length). In this case, the torsion of the vine is related to the torsion of the pair of filaments (or equivalently the surface torsion of the ribbon connecting the filaments), and it reflects the difference between the length-maximizing (geodesic) configuration of the vine and its energy-minimizing configuration.

Torsion and vorticity

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Influid dynamics, torsion is naturally associated tovortex lines.

Suppose that a connectionD{\displaystyle D} is given in three dimensions, with curvature 2-formΩab{\displaystyle \Omega _{a}^{b}} and torsion 2-formΘa=Dθa{\displaystyle \Theta ^{a}=D\theta ^{a}}. Letηabc{\displaystyle \eta _{abc}} be the skew-symmetricLevi-Civita tensor, andta=12ηabcΩbc,{\displaystyle t_{a}={\tfrac {1}{2}}\eta _{abc}\wedge \Omega ^{bc},}sab=ηabcΘc.{\displaystyle s_{ab}=-\eta _{abc}\wedge \Theta ^{c}.}Then the Bianchi identities (?)The Bianchi identities areDΩba=0,DΘa=Ωbaθb.{\displaystyle D\Omega _{b}^{a}=0,\quad D\Theta ^{a}=\Omega _{b}^{a}\wedge \theta ^{b}.}imply thatDta=0{\displaystyle Dt_{a}=0} andDsab=θatbθbta.{\displaystyle Ds_{ab}=\theta _{a}\wedge t_{b}-\theta _{b}\wedge t_{a}.}These are the equations satisfied by an equilibrium continuous medium with moment densitysab{\displaystyle s_{ab}}.[15]

Geodesics and the absorption of torsion

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Suppose thatγ(t) is a curve onM. Thenγ is anaffinely parametrized geodesic provided that

γ˙(t)γ˙(t)=0{\displaystyle \nabla _{{\dot {\gamma }}(t)}{\dot {\gamma }}(t)=0}

for all timet in the domain ofγ. (Here the dot denotes differentiation with respect tot, which associates with γ the tangent vector pointing along it.) Each geodesic is uniquely determined by its initial tangent vector at timet = 0,γ˙(0){\displaystyle {\dot {\gamma }}(0)}.

One application of the torsion of a connection involves thegeodesic spray of the connection: roughly the family of all affinely parametrized geodesics. Torsion is the ambiguity of classifying connections in terms of their geodesic sprays:

  • Two connections ∇ and ∇′ which have the same affinely parametrized geodesics (i.e., the same geodesic spray) differ only by torsion.[16]

More precisely, ifX andY are a pair of tangent vectors atpM, then let

Δ(X,Y)=XY~XY~{\displaystyle \Delta (X,Y)=\nabla _{X}{\tilde {Y}}-\nabla '_{X}{\tilde {Y}}}

be the difference of the two connections, calculated in terms of arbitrary extensions ofX andY away fromp. By theLeibniz product rule, one sees that Δ does not actually depend on howX andY are extended (so it defines a tensor onM). LetS andA be the symmetric and alternating parts of Δ:

S(X,Y)=12(Δ(X,Y)+Δ(Y,X)){\displaystyle S(X,Y)={\tfrac {1}{2}}\left(\Delta (X,Y)+\Delta (Y,X)\right)}
A(X,Y)=12(Δ(X,Y)Δ(Y,X)){\displaystyle A(X,Y)={\tfrac {1}{2}}\left(\Delta (X,Y)-\Delta (Y,X)\right)}

Then

In other words, the symmetric part of the difference of two connections determines whether they have the same parametrized geodesics, whereas the skew part of the difference is determined by the relative torsions of the two connections. Another consequence is:

  • Given any affine connection ∇, there is a unique torsion-free connection ∇′ with the same family of affinely parametrized geodesics. The difference between these two connections is in fact a tensor, thecontorsion tensor.

This is a generalization of thefundamental theorem of Riemannian geometry to general affine (possibly non-metric) connections. Picking out the unique torsion-free connection subordinate to a family of parametrized geodesics is known asabsorption of torsion, and it is one of the stages ofCartan's equivalence method.

See also

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Notes

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  1. ^Kobayashi & Nomizu (1963), Chapter III, Theorem 5.1
  2. ^Kobayashi & Nomizu (1963), Chapter III, Proposition 7.6
  3. ^Kobayashi & Nomizu (1963), Chapter III, Section 2
  4. ^Kobayashi & Nomizu (1963), Chapter III, Theorem 2.4
  5. ^Kobayashi & Nomizu (1963), Chapter III, Section 7
  6. ^Kobayashi & Nomizu 1963, Volume 1, Proposition III.5.2.
  7. ^Kobayashi & Nomizu 1963, Volume 1, III.2.
  8. ^Kobayashi & Nomizu 1963, Volume 1, III.5.
  9. ^Hehl, F. W., & Obukhov, Y. N. (2007).Elie Cartan's torsion in geometry and in field theory, an essay. arXiv preprint arXiv:0711.1535.
  10. ^Kobayashi & Nomizu (1963), Chapter III, Section 4
  11. ^Bilby, B. A.; Bullough, R.; Smith, E. (1955)."Continuous distributions of dislocations: A new application of the methods of non-Riemannian geometry".Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.231 (1185):263–273.Bibcode:1955RSPSA.231..263B.doi:10.1098/rspa.1955.0171.
  12. ^"Torsion",Encyclopedia of Mathematics,EMS Press, 2001 [1994]
  13. ^Ozakin, A., & Yavari, A. (2014). Affine development of closed curves in Weitzenböck manifolds and the Burgers vector of dislocation mechanics.Mathematics and Mechanics of Solids, 19(3), 299-307.
  14. ^Goriely et al. 2006.
  15. ^Trautman (1980)Comments on the paper by Elie Cartan: Sur une generalisation de la notion de courbure de Riemann et les espaces a torsion. In Bergmann, P. G., & De Sabbata, V. Cosmology and Gravitation: Spin, Torsion, Rotation, and Supergravity (Vol. 58). Springer Science & Business Media.
  16. ^See Spivak (1999) Volume II, Addendum 1 to Chapter 6. See also Bishop and Goldberg (1980), section 5.10.

References

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