Use coordinates , and first compute the mixed canonical stress-energy tensor supplied by spacetime translations:
Define the energy density and . Direct substitution gives
The two wave equations imply
For example, differentiating and replacing each by gives exactly by the product rule. These are respectively the two component equations , establishing stress-energy conservation explicitly.
If the given metric is used to raise the second index in these unrescaled coordinates, the result is , still conserved. To display the symmetric relativistic form with light speed , choose , instead. With , the corresponding tensor is
This states the coordinate convention explicitly rather than setting in some components but not others.
The infinitesimal connected internal symmetry of a classical field theory is , . For this exact invariance of the Lagrangian density, the Noether current is . In coordinates it is
Varying the two fields gives the two wave equations and . Direct differentiation cancels the first-derivative cross terms:
The Noether charge is constant when the spatial boundary flux vanishes. The disconnected transformations from part (a) do not have independent infinitesimal generators of this type.
Apply the linear transformation of the scalar fields to either time- or space-derivative product. Its coefficients become multiplying the square of the first derivative, multiplying the square of the second, and multiplying their cross product. Invariance for arbitrary fields therefore requires
The complete real solution is
There are four connected components, distinguished by the diagonal/antidiagonal choice and the sign of . Only the positive diagonal family is in the identity component; write to obtain , . This is the reciprocal rescaling symmetry of two cross-coupled scalar fields. The antidiagonal transformations exchange the fields as well as rescale them.
For a homogeneous saddle-point approximation define . With the cubic source coupling, minimizing the Landau free energy gives
Its curvature is positive, so there is a unique local minimum and global minimum. The solution near has
because substituting this leading term makes the cubic self-interaction of order . Therefore the cubic source coupling and third-order susceptibility give
Thus the first nonzero response diverges like from above. The factor is essential: the coefficient of is not itself the third derivative. This is susceptibility to the specified cubic source variable, rather than the usual third-order response to a linearly coupled field.
The coarse-grained order parameter is a real scalar field because the microscopic spin has one component. At , spin inversion symmetry takes , so an analytic local Landau free energy contains only even powers. Near a continuous phase transition, the quadratic coefficient changes sign linearly, represented by with . A positive quartic coefficient stabilizes the density when the quadratic term becomes negative, giving the two minima below .
The ferromagnetic interaction favours neighbouring spins pointing alike, so spatial variation costs energy; its leading long-wavelength form is the positive gradient term . The source term favours alignment with the applied magnetic field and explicitly breaks spin inversion symmetry at fixed nonzero . Finally is the spin-independent background free-energy density.
The quartic sign can also be checked from part (b): its expansion contains
whose quartic coefficient is positive. This is consistent with the proposed Landau-Ginzburg theory, not a tricritical truncation requiring a stabilizing sixth-order term. The microscopic square lattice is two-dimensional; the written gradient describes a profile depending on one coordinate. For general profiles, replace it by .
The small-argument Taylor series of the single-site response is
Let . For a small nonzero order parameter at zero field, the self-consistency equation becomes
Since and , where , this gives
Consequently
The positive branch is the expression printed in the question, while its negative partner is required by spin inversion symmetry. The square-root behavior gives the mean-field critical exponent for the spontaneous magnetization.
At zero field, write the right-hand side of the self-consistency equation as , with . The origin is always a solution, and the slope there is
The critical crossing occurs when this equals one, giving
This is a continuous phase transition in the mean-field approximation. For ,
so the positive branch is a strictly concave function, while is odd and bounded by one. For , the slope at zero is at most one and strict concavity puts below for every , leaving only the unmagnetized solution. For , it initially lies above but has ; hence there is one positive intersection and, by spin inversion symmetry, one negative intersection.
The curvature of the Helmholtz free energy in the mean-field approximation is per site. It is negative at below and positive at the nonzero intersections, identifying the ordered minima and the unstable zero solution.
The critical temperature and branches here belong to the mean-field approximation. In the exact finite system, spin inversion symmetry forces zero average magnetization at zero field; selecting a broken-symmetry phase requires the thermodynamic limit with a vanishing field of specified sign.
The self-consistency equation requires that the mean spin computed using the single-site Boltzmann distribution equals the spin used to form the effective field. With ,
Thus
Equivalently, differentiating part (b) gives , so stationarity of the Helmholtz free energy in the mean-field approximation is exactly this condition. Among multiple stationary points one must select the stable minimum.
The square lattice has coordination number of a lattice . The mean-field decoupling is
Accounting for the factor in the directed-neighbour sum gives the Hamiltonian in the mean-field approximation:
The constant term is necessary to correct the double counting of the interaction. Let . The one-site partition function is
so . The Helmholtz free energy is therefore
The equilibrium mean-field approximation is obtained by minimizing this expression over the allowed . The state supplies the extra in ; omitting it would instead describe the two-state Ising model. This is the Blume-Capel mean-field transition at zero single-ion anisotropy.
The mean-field approximation replaces the fluctuating environment of each microscopic variable by a uniform average field. For spins, write and drop products between different sites. The resulting single-site problem can be solved independently, and its average spin must reproduce the assumed order parameter : this is the self-consistency equation.
It is reliable when correlated thermal fluctuations about the mean are small, for example with many interacting neighbours, long-range interactions or high spatial dimension. Near a thermodynamic critical point the quantitative test is the Ginzburg criterion. For short-range scalar ordering the upper critical dimension is four, with logarithmic qualifications at four; a two-dimensional nearest-neighbour lattice is below this and its asymptotic critical region of a phase transition is not described accurately by simple mean-field theory.[ref]
The dispersion relation shows that an infinite rod has unstable long-wave modes. A finite rod excludes sufficiently long wavelengths, so stability depends on its length and the precise end conditions. The fourth spatial derivative requires two conditions at each end; fixing transverse positions alone does not specify whether slopes are constrained.
First take displacement-fixed ends with free rotation. Setting leaves slope variations free; the bending boundary term in the first variation then gives the corresponding natural boundary conditions on the slope, . The spatial normal modes are , and
The first mode destabilizes first. Consequently
At equality, the first mode has zero restoring force and is marginal, with a static component and a possible linear-in-time component in the linear theory. Every integer gives an exponentially growing mode.
If "fixed" instead means clamped, the clamped boundary condition is at both ends. The critical compression is then
For example, the static critical shape obeys the four clamp conditions and the zero-frequency equation at this load. To establish that it is the first threshold, write : it has zero endpoints and zero mean, and periodic extension gives by the zero-mean periodic Poincaré inequality, with equality at . This proves the critical Rayleigh quotient. Both cases are instances of the compressed Euler-Bernoulli beam and its endpoint-dependent buckling threshold. The source does not specify the endpoint rotation, so both interpretations are stated explicitly.
For this density the Euler-Lagrange field equation with second derivatives gives
Insert a plane wave . The second and fourth spatial derivatives give and , respectively, so
For propagating modes, and the phase velocity has magnitude , which depends on the wave number. Thus the waves are dispersive. For , the squared frequency is negative: the corresponding solutions grow or decay exponentially rather than propagate with a real frequency. The uniform displacement is a zero-frequency shift mode.
A constant shift leaves every derivative unchanged, and the density has no undifferentiated . Thus it is exactly invariant under this scalar-field shift symmetry. Localize the shift parameter temporarily to :
Integrating the last term by parts once identifies the Noether current for a constant shift with second derivatives:
The Euler-Lagrange field equation is , precisely the continuity equation . Therefore the conserved quantity, when the endpoint current vanishes or the field has suitable periodic/decaying conditions, is
the total transverse momentum. More explicitly . The fixed endpoints introduced later can exert transverse forces and break the global shift symmetry of the boundary problem, so vanishing endpoint current must not be inferred merely from fixed displacement.
Interpret as the small transverse displacement of the elastic beam. The first term is the positive kinetic energy density , with the mass per unit length. The Lagrangian density is kinetic minus potential energy, so the potential density encoded by the other two terms is
For a compressed rod, transverse deflection releases compression energy: the small-slope geometric change in length is proportional to , so the applied compressive load lowers the potential by . This explains the positive sign of the term in the Lagrangian. Tension would give the opposite sign and a restoring gradient term.
Bending costs elastic energy. At small slopes the curvature is , so positive bending stiffness gives potential , and hence a negative term in the Lagrangian. For a uniform slender beam is its flexural rigidity. The competition between destabilizing compression and stabilizing bending is responsible for Euler buckling of an elastic filament.
Vary the action with compactly supported , or impose vanishing and its first derivatives on the spacetime boundary. The first variation is
One integration by parts on the first-derivative term and two on the second-derivative term remove all derivatives from . The boundary terms vanish, leaving
The fundamental lemma of the calculus of variations gives the Euler-Lagrange field equation with second derivatives:
Repeated indices run over time and space. The coefficient of the symmetric second derivative is defined by the displayed variation; if is instead treated as a single independent mixed derivative variable, it is counted once rather than twice.
A common rotation changes neither the separation nor the spring energy. Its infinitesimal direction is , exactly the zero-frequency normal mode. Thus the continuum of rotated equilibrium points requires that zero mode; a nonzero restoring frequency in that direction would contradict rotational symmetry.
The second mode has , so it changes the relative angle while leaving the inertia-weighted common angle unchanged. It therefore carries zero perturbation in the conserved angular momentum associated with common motion. Indeed the coordinates
separate the Lagrangian exactly:
The cyclic coordinate is free, while has restoring or inverted curvature. This also explains why all members of either equilibrium family have the same frequencies. Reflection symmetry makes the potential even in , and the stable oscillatory mode is consistent with time reversal in classical mechanics through its two opposite frequency signs.
Let be or , and write the angular displacements as . To quadratic order the restoring potential energy is . The linearized normal mode equation is
The determinant gives . Thus the normal modes of two spring-coupled coaxial rotors are
For the aligned family, the relative mode oscillates with positive frequency
For the antipodal family, , so that displacement has solutions and the equilibrium is unstable.
The common zero mode has . It describes a neutral displacement or uniform common rotation, not a restoring oscillation. Thus the aligned family is stable with respect to relative motion and has orbital stability modulo common rotations. A particular static point is not strictly Lyapunov stable against unrestricted small velocity perturbations: arbitrarily small nonzero eventually moves the common angle far from that point. With , the common angle is fixed and the aligned relative equilibrium point is stable. This distinguishes the symmetry-induced drift from the exponential instability of the antipodal family.
The angular Euler-Lagrange equations are
A static equilibrium point has both angular velocities zero and . Hence the complete equilibrium families, with angles taken modulo , are
The first family is aligned in azimuth and minimizes the spring length; the second is antipodal and maximizes it. Their potentials are and , respectively. Common rotations generate a whole family rather than isolated equilibria.
The two continuous, time-independent symmetries are time translation and a common rotation of both angles. Their Noether charges are respectively the total energy and vertical angular momentum:
For the second symmetry, and , so the Noether theorem gives the sum of their conjugate momenta. Independent rotations are not symmetries of the spring coupling.
There are also discrete symmetries: simultaneous reflection , and time reversal in classical mechanics, which reverses both angular velocities. These leave the dynamics invariant but provide no additional infinitesimal Noether charges. Combined with common rotations, the reflections give the full planar orthogonal symmetry of the angular geometry. If , interchange of the two angular coordinates is an additional discrete symmetry of the reduced dynamics.
There is a further useful time-dependent symmetry, up to a total derivative, on a continuous lift of the angles: adding the same constant angular velocity, . It changes by
Its conserved quantity is . It is the integration constant for free common rotation, rather than a new globally single-valued angle charge on the configuration torus. The globally defined continuous charges are and above.
Let and be the lower and upper azimuthal angles, measured from a common fixed direction. The squared spring length is
By Hooke's law, a spring with zero natural length has potential energy . Therefore
Constant gravitational energies can be omitted. It is useful to define the moments of inertia , and the angular coupling . The part of the potential that affects motion is simply . In particular, changes the constant spring energy but not the angular equations, because the spring has zero natural length.

Pinned article: Introduction to the OurBigBook Project

Welcome to the OurBigBook Project! Our goal is to create the perfect publishing platform for STEM subjects, and get university-level students to write the best free STEM tutorials ever.
Everyone is welcome to create an account and play with the site: ourbigbook.com/go/register. We belive that students themselves can write amazing tutorials, but teachers are welcome too. You can write about anything you want, it doesn't have to be STEM or even educational. Silly test content is very welcome and you won't be penalized in any way. Just keep it legal!
We have two killer features:
  1. topics: topics group articles by different users with the same title, e.g. here is the topic for the "Fundamental Theorem of Calculus" ourbigbook.com/go/topic/fundamental-theorem-of-calculus
    Articles of different users are sorted by upvote within each article page. This feature is a bit like:
    • a Wikipedia where each user can have their own version of each article
    • a Q&A website like Stack Overflow, where multiple people can give their views on a given topic, and the best ones are sorted by upvote. Except you don't need to wait for someone to ask first, and any topic goes, no matter how narrow or broad
    This feature makes it possible for readers to find better explanations of any topic created by other writers. And it allows writers to create an explanation in a place that readers might actually find it.
    Figure 1.
    Screenshot of the "Derivative" topic page
    . View it live at: ourbigbook.com/go/topic/derivative
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    This way you can be sure that even if OurBigBook.com were to go down one day (which we have no plans to do as it is quite cheap to host!), your content will still be perfectly readable as a static site.
    Figure 5. . You can also edit articles on the Web editor without installing anything locally.
    Video 3.
    Edit locally and publish demo
    . Source. This shows editing OurBigBook Markup and publishing it using the Visual Studio Code extension.
  3. https://raw.githubusercontent.com/ourbigbook/ourbigbook-media/master/feature/x/hilbert-space-arrow.png
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