Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 19 2 Solution Created 2026-10-03 Updated 2026-10-14
Fix a bounded tile in Euclidean space with labelled flat boundary faces. For each face label , encode an assembly of copies by an involutive real symmetric signed permutation matrix : a paired interface contributes a two-by-two swap, an unglued face with a Neumann boundary condition contributes on the diagonal, and an unglued face with a Dirichlet boundary condition contributes . Use the same face-identification convention on each copy. If a second assembly has matrices and there is an invertible constant matrix satisfyingthen the map is an isomorphism between corresponding Laplace-Beltrami operator eigenspaces. This is the transplantation theorem.
To prove it, restrict an eigenfunction to the tile copies and identify each copy with . Along a face, let be its vector of boundary values and its vector of outward normal derivatives. At a glued interface the values agree and the outward derivatives are opposite. At an unglued face with a Neumann boundary condition the derivative vanishes, and at a face with a Dirichlet boundary condition the value vanishes. All three cases are encoded byThe intertwining identities give and , so the transplanted function satisfies the second assembly's interface and boundary conditions. On each tile its Laplace-Beltrami operator is the same constant linear combination of the original Laplacians, hence it has the same eigenvalue. Across an interface, matching values and opposite normal derivatives make it a weak solution; elliptic regularity, or the allowed reflection principle, makes it a genuine smooth solution there. At corners the operator is understood by its finite-energy, Friedrichs extension; the same matching argument applies to its quadratic form domain. Applying reverses the construction. Thus dimensions of all eigenspaces agree, including multiplicities, and the two specified boundary-value spectra coincide.
The requested pair exists with explicitly specified mixed boundary conditions and polygonal boundary. Take four copies of an octagonal regular polygon in Euclidean space. Label four alternate sides in cyclic order; the four intervening sides always have a Neumann boundary condition. The labelled sides are disjoint even at their endpoints. Parameterize every side in the positive boundary direction of the reference octagon. When pairing same-labelled sides, identify equal parameters. This produces a locally flat surface with boundary: a neighbourhood of an interior point of an interface consists of two half-disks glued along their diameters. All tile vertices remain boundary points, with boundary angles or ; there are no interior cone points.
Here are the complete gluing and boundary conditions. An entry pairs the corresponding sides of . The indicated unpaired sides have a Dirichlet boundary condition; every other unpaired side has a Neumann boundary condition.Both assemblies are compact and connected. The Laplace-Beltrami operator is the nonnegative operator associated with the finite-energy quadratic form , with zero Sobolev trace on the specified Dirichlet arcs. Thus the mixed boundary condition is defined without requiring classical differentiability at a corner or at a Dirichlet–Neumann junction.
The four signed permutation matrices for areFor they areUse the Hadamard matrixThe intertwining relations can be checked on all columns at once. Writing the columns of as , direct application of the displayed givesFor the four intervening faces both assemblies have the identity face matrix, so these intertwining relations hold as well. Also . This four-tile mixed-boundary transplantation between a disk and a nonorientable surface gives a bijection of every pair of eigenspaces, preserving eigenvalues and multiplicities.
There is also a direct argument on the quadratic form domains that handles all boundary corners. The orthogonal matrix acts on tile restrictions, preserves their L2 inner product and the sum of their Dirichlet energies, and commutes with taking a Sobolev trace. The condition on each face encodes equality of the two traces at a paired interface and vanishing trace at an unpaired Dirichlet face. Intertwining takes these conditions exactly to . Consequently maps the whole form domain onto the other form domain and preserves its quadratic form. The associated self-adjoint operators are unitarily equivalent, proving isospectrality for the stated mixed boundary conditions without any assumption of smoothness at a Dirichlet–Neumann junction.
We now verify the actual topology using the topology of disk tiles glued along disjoint boundary arcs. Because the gluing arcs in each tile are disjoint, the resulting surface with boundary is a thickening of its gluing graph, with one vertex for each closed disc tile and one edge for each paired arc. One can construct this homotopy equivalence by taking a small central closed disc in each tile and narrow strips to its paired arcs. What remains is a collar neighbourhood of the boundary, which retracts onto this connected system of closed discs and strips. Shrinking each central closed disc and each strip then gives the gluing graph. Equivalently, begin with a spanning tree of the gluing graph: its closed disc tiles joined along boundary arcs form one closed disc, and every remaining pair of boundary arcs adds one band. Thus for tiles and paired arcs the fundamental group is a free group of rank , and the Euler characteristic is .
For , the gluing graph is the pathGluing a new closed disc to a closed disc along one boundary arc again gives a closed disc; applying this three times proves that is homeomorphic to a closed disc. In particularFor , the five paired arcs give the graph edges . It is connected, and henceHere is the free group on two generators, so is not simply connected. To decide orientation of a surface, give every reference tile its counterclockwise orientation. Our same-parameter gluing preserves boundary directions, so a global orientation requires opposite orientation signs on paired tiles: the two induced boundary orientations at an interior interface must be opposite. Such signs exist exactly when the gluing graph is bipartite. In the cyclehas length three. Following it forces the sign to reverse three times and return to its starting tile with the opposite sign. This proves that is a nonorientable surface. It has nonempty boundary because every intervening octagon side remains unpaired. Thus is a simply-connected orientable surface with boundary, whereas its isospectral partner is neither simply connected nor orientable, exactly as required, for the specified mixed boundary problem.
The boundary qualification is essential. With smooth boundary and the same pure Dirichlet boundary condition or pure Neumann boundary condition on both surfaces, the following existing obstruction applies. Polygonal corners and the mixed boundary conditions in the construction above place it outside that obstruction.
With the interpretation of compact smooth Riemannian surfaces with the same pure Dirichlet boundary condition or pure Neumann boundary condition, the printed simply-connected/nonorientable pair cannot exist. The two-dimensional heat trace has the following expansion (the smooth-boundary coefficients are given in the heat-coefficient formulas, Theorems 5.1–5.2):where the boundary sign is minus for Dirichlet and plus for Neumann. The Gauss-Bonnet theorem identifies the constant term with . Isospectrality therefore forces equal Euler characteristics. A compact connected simply-connected surface with boundary is a disk and has . A connected nonorientable surface with crosscaps and boundary components has . Thus no such smooth pure-Dirichlet or pure-Neumann pair exists. This is the Euler characteristic from the heat trace of a bordered surface.
Piecewise-smooth boundaries introduce corner terms, and mixed boundary conditions change the heat coefficients, as the explicit construction above demonstrates. Moreover, in the usual pure-Neumann polygonal reflection-transplantation setup, the pure Neumann reflection transplantation preserves Euler characteristic argument applies even with corners. The numbers of tiles agree. For each face label the number of edge classes is , so these agree too. For each tile-vertex label, vertex classes are orbits of the subgroup generated by incident-face involutions. Their number is the dimension of invariant vectors in that permutation representation, which is unchanged by the intertwiner. Hence the numbers of vertices agree, proving equal . Thus this standard tiled construction also cannot supply a disk on one side and a nonorientable surface on the other.
For comparison, the following existing construction gives an orientable and a nonorientable pair with the same spectrum for the pure Neumann boundary condition. Both have nontrivial fundamental groups; this is a separate example, not the construction used to meet the simply-connected requirement above. This eight-tile Neumann transplantation across orientability makes the comparison explicit. The finite seed is the affine modulo-eight example in the original orientability construction; the intertwiner and the topology checks are derived below. Take eight copies of a regular Euclidean hexagon and label three pairwise nonadjacent sides . Every remaining side is a side with a Neumann boundary condition. Index the copies by . For the first assembly pair same-labelled faces according tofor the second, usewith all arithmetic modulo eight. A fixed point means an unglued side with a Neumann boundary condition. Pair faces by the reflection convention, matching the same endpoint parameter in the reference tiles. The distinguished sides are disjoint, so no interior vertex singularities are created; the resulting surfaces have polygonal boundary corners.
Let on the eight-dimensional tile-index space and setIt commutes with the permutation matrices for and , because its coefficients are invariant under reversing cyclic order. For , write , where , , and all other vanish. The required relation is exactly , verified from these four nonzero entries. Thus all three intertwining relations hold.
The cyclic Fourier vectors diagonalize . Its eigenvalues arenamely . None is zero, so is invertible and the two assemblies are isospectral manifolds for the Neumann boundary condition.
We prove their topology as well. Their gluing graphs are connected: the first contains the spanning path , and the second contains the spanning cycle . Each has eight tile vertices and ten paired-face edges. Since tiles are disks and gluing arcs are disjoint, each surface retracts up to homotopy to this multigraph; thus its Euler characteristic is and its fundamental group is a free group of rank three.
An orientation assigns a sign to each reference tile, and a reflection gluing requires opposite signs at the ends of every graph edge. The second graph admits this assignment: take sign on and sign on . Every paired face joins opposite signs, proving orientability. In the first graph the cyclehas odd length. Transporting orientation around it reverses the initial sign, proving nonorientability. Hence the first surface is also not simply connected. The second surface is orientable but likewise not simply connected; the disk required in the question is supplied instead by the four-tile mixed-boundary construction above.
The four-tile construction resolves the printed simply-connected requirement under explicit mixed boundary conditions. The eight-tile comparison only concerns orientation of a surface under a pure Neumann boundary condition.
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 59 1 Solution Created 2026-10-03 Updated 2026-10-14
Take the equilibrium mass density to be constant and absorb any conservative equilibrium force into the pressure. The linearized ideal magnetohydrodynamic induction equation, using the solenoidal vector field conditions, isFor , differentiation of the cylindrical basis is important. Acting on a vector whose cylindrical components have azimuthal dependence gives . Also . These basis contributions cancel in induction, giving .
The perturbation of the Lorentz force isBoth of the first two terms now contribute a basis-rotation term. With , the linearized ideal magnetohydrodynamic momentum equation is thereforeThe magnetic part of is the perturbation of magnetic pressure, not an extra restoring force to retain after projecting out pressure.
Put , where . For , substitute into the momentum equation and multiply by . Taking a curl removes the modified pressure. Sincewe obtain the uniform-current toroidal-field curl reductionA second curl, using , givesThe divided expression assumes . If , the undivided curl equation shows that would force , so this restriction loses no such magnetic mode. The degenerate limit can instead be taken in the undivided equations; it has no growing branch of the kind considered below. Axisymmetric disturbances are likewise excluded by the velocity elimination, and induction gives no nonzero-frequency magnetic disturbance in this particular equilibrium.
For a vector Laplacian eigenmode with , elimination givesThus both squared frequencies are real. The lower branch satisfies , so it is positive for . For it is positive when , but the printed strict-positivity statement needs an endpoint qualification: , permits a neutral mode unless boundary conditions exclude it.
This is a genuine counterexample to the unqualified endpoint, not merely a loose algebraic bound. The neutral quadrupolar perturbation of a uniform-current toroidal fieldis regular at the axis, is solenoidal, and has , hence . Also , so the non-gradient part of the linearized Lorentz force vanishes for . The gas-pressure perturbation cancels its magnetic pressure gradient, as required by . Taking its real part gives a real disturbance. Decay at radial infinity or an appropriate homogeneous radial boundary condition would exclude it, restoring strict positivity for the allowed eigenmodes; no such condition is printed.
For the lower branch is unstable precisely whenAt equality it is marginal. With the time convention , the growing member has andThe other branch remains oscillatory. Actual admissibility of a chosen depends on the radial domain and its boundary conditions.
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 59 3 Solution Created 2026-10-03 Updated 2026-10-14
Assume a nonrotating, nonmagnetic equilibrium, inviscid adiabatic perturbations, and no dissipation. Let , so hydrostatic equilibrium is . Use for the fluid displacement. To avoid a source ambiguity, write Eulerian fluid perturbations as , and use for quantities following the displaced material element, as in Eulerian and Lagrangian fluid perturbations. They are related by and similarly for mass density and potential.
The printed identity needs two corrections: its compression denominator must be , not , and the pressure and potential appearing in this form of the identity must be Eulerian fluid perturbations. The printed denominator has the wrong dimensions for an energy density. The claimed Lagrangian interpretation does not produce the displayed buoyancy-compression split; the following derivation specifies the consistent version.
Linearized mass conservation, the adiabatic relation, and the Poisson equation giveConsequently . Linearizing the Euler equations for an inviscid fluid about the static star gives the linear adiabatic stellar oscillation equationsRequire regularity at the center, a vanishing Lagrangian surface pressure, and the usual matching to a decaying exterior gravitational potential. Because and vanish at the surface, the pressure boundary term vanishes for regular displacements; compactly supported trials also suffice below. The perturbed Newtonian gravitational potential solves Laplace's equation outside the star and must be included there when its field energy is computed.
Multiply the momentum equation by and integrate. The pressure term is . Let . The adiabatic relation and hydrostatic equilibrium implyThe pressure and equilibrium-gravity terms then combine pointwise aswhere is the stellar buoyancy frequency. The potentially troublesome cross terms cancel exactly.
For the perturbed self-gravity term, integration by parts givesThus the corrected stellar displacement energy identity isThe right side is a real quadratic form. With these conservative boundary conditions, the force operator is a self-adjoint operator. Its Rayleigh quotient characterizes squared mode frequencies, and a negative admissible trial quotient proves an unstable spectral component; it does not require the trial displacement itself to be an exact eigenfunction.
For a generic compressive disturbance of scale in a region with slowly varying equilibrium coefficients, estimate , and . The self-gravity and compression energy densities have orderswith adiabatic sound speed . Under the plausible stellar estimate , global modes can have comparable gravity and pressure contributions, while their ratio for small-scale compressive modes is of order . Thus perturbations with admit the Cowling approximation. This estimate compares two nonzero compressive terms; it cannot alone justify neglecting gravity for a trial deliberately chosen to have .
For an explicit convective trial, choose and a nonzero smooth bumpLet be a normalized spherical harmonic of degree , let , and let be the unit-sphere gradient. The pressure-free localized stellar convective trial isIt is supported away from the center and surface, so it satisfies every needed mechanical boundary condition. Since ,Therefore exactly. Its buoyancy energy is , whereas its kinetic norm is positive. In the Cowling approximation this gives a negative Rayleigh quotient, and hence in an interior shell implies convective instability. Retaining perturbed self-gravity only adds a nonpositive term, so the same trial proves instability in the full conservative problem too.
There is also a quantitative small-scale check for this very trial. Its mass density amplitude is , independent of . Write and . The radial Poisson equation givesBy the Cauchy-Schwarz inequality, , and so the angular-degree bound on perturbed stellar self-gravity isIt tends to zero with horizontal scale , while the strictly negative buoyancy integral is fixed. This justifies the small-scale neglect of gravity even though the trial's compression term vanishes.
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 67 2 Solution Created 2026-10-03 Updated 2026-10-14
Introduce a constant filament bending modulus , which sets the mechanical force scale. The filament has intrinsic curvature of an elastic filament , and its actual signed curvature in a small-slope Monge representation is . To quadratic order one may identify material arc length with in , whileAt fixed positive extension force, the mechanical potential is bending energy minus . Replacing by leaves, up to a force-dependent constant,Its first variation isThe higher-order Euler-Lagrange equation is thereforeFor a Fourier transform relation, take a periodic bulk segment, or a long-filament bulk approximation with negligible endpoint contributions; these are necessary boundary conditions because the question specifies no filament end conditions. Using , every nonzero wavenumber obeysA zero displacement mode is an arbitrary translation. In a periodic representation a constant intrinsic-curvature mode contributes a constant bending cost but no bulk slope, so it does not contribute to the following deficit. The Parseval identity givesFor clarity about finite normalization, on a periodic interval of length define , . Then the equivalent exact quadratic-order formula isThis is force-extension of an intrinsically curved filament, determined by its particular fixed shape rather than by a thermal orientation entropy.
For an ensemble with quenched intrinsic curvature, first minimize each realization and then average the last expression, replacing by its ensemble mean. For stationary bulk disorder, let be the power spectrum, normalized so that its correlation is . The measurable mean deficit per unit projected length isIf the curvature is smooth enough that the second spectral moment is finite, one can take the large-force limit under this integral, obtaining the smooth-curvature high-force extension lawFor a stationary ensemble the integral is . Equivalently, the bulk slope is ; a plot of the mean deficit against measures the mean squared intrinsic-curvature gradient, if is known. The law is a smooth-curvature bulk result, not a universal law for every random filament. For example, ideal white intrinsic-curvature disorder with has an infinite second spectral moment; retaining the full integral instead gives in that ideal continuum model.
Endpoint conditions also matter. If each end is moment-free and has no transverse applied force, the natural conditions from the variation areat each end. These can produce a free-end curvature boundary layer of width . For a constant intrinsic filament curvature , integration of the higher-order Euler-Lagrange equation with zero transverse force gives and henceThe last formula follows by integrating , and tends to , despite the vanishing bulk curvature gradient. Thus a finite free-ended measurement must include or suppress endpoint bending before interpreting a bulk fit.
For the freely jointed chain, rigid links have independent orientations, so the restoring force is entropic. Let now denote absolute temperature, and with Boltzmann constant . In the usual three-dimensional chain, a segment at polar angle has force energy . Its angular canonical partition function and the full chain partition function areDifferentiating with respect to yields the exact mean projected displacementHere is the Langevin function; this is force-extension of a three-dimensional freely jointed chain, in the fixed-force canonical ensemble. At high extension, , soThus the smooth quenched-curvature bulk deficit falls as , whereas the three-dimensional freely jointed chain deficit falls as and depends explicitly on temperature. The distinction is mechanical straightening of a fixed intrinsic shape versus orientational entropy; thermal bending fluctuations of a stiff filament have not been included in the first calculation.
If the comparison chain is also restricted to two dimensions, it is a planar freely jointed chain rather than the three-dimensional model. In this case,The last identity follows directly by differentiating the integral defining ; and are Modified Bessel functions of the first kind. At large the angular weight is proportional to , giving . Consequently : the same inverse-force exponent, with half the three-dimensional coefficient. Both versions assume inextensible links and forces below the regime where the links themselves stretch.
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 67 3 Solution Created 2026-10-03 Updated 2026-10-14
First find the positive spatially homogeneous equilibrium. Setting the reactions to zero gives and , and hence the unique positive equilibrium isThe zero pair is not an admissible positive state and is singular in the term. For homogeneous deviations, the reaction Jacobian matrix at this equilibrium isThus , , and its eigenvalues areFor , both real parts are negative: a real pair has positive product and negative sum, while a complex pair has real part . The reaction equilibrium is therefore asymptotically stable, with no growing oscillatory mode. This does not exclude damped oscillations. Indeed, for the eigenvalues are complex; for example, gives , a stable focus with oscillatory transients. Thus a literal exclusion of every oscillatory solution is false; the intended exclusion of sustained or growing oscillations is the meaningful statement.
One can strengthen this to exclude nonlinear periodic oscillations in the positive quadrant without relying only on the local linear stability analysis. For the reactions , , use the Dulac function . ThenWere there a periodic orbit wholly in the positive quadrant, the flux of through it would vanish, since this vector is tangent to the orbit; Green's theorem would equate that flux to a strictly negative interior integral. This contradiction proves there is no sustained positive periodic oscillation when , the positive-quadrant Dulac multiplier for quadratic activation argument. It leaves the damped transients entirely consistent with the conclusion.
Now introduce a perturbation in the quadratic activator-inhibitor model. The Fourier mode of squared wavenumber evolves underIts matrix trace and determinant areA Turing instability must start with reaction stability, requiring . Then for every , so a mode is unstable exactly when : its two real eigenvalues have opposite signs. This also proves the diffusion-driven onset is stationary rather than oscillatory.
The upward-opening quadratic has its minimum at . To have a negative value at a physically allowed positive squared wavenumber, one needsWriting , the second inequality is , with roots . The first inequality discards the lower branch, givingThese are the Turing threshold of the quadratic activator-inhibitor model conditions. Equivalently, in the plane the instability region lies strictly above and strictly to the left of , with . The boundary diverges as and approaches as .
Diffusion-driven instability above the quadratic-model threshold in the reaction-stable parameter strip
. Details. At equality, the determinant has a double root and one growth rate is zero, while the other remains negative. Substituting into its minimum location givesBeyond onset, the unstable band isThe stated parameter region assumes continuously available wavenumbers, as on an infinite domain. With specified finite-domain boundary conditions, an allowed nonzero spatial eigenmode must additionally lie in this band; homogeneous stability alone does not ensure that a finite box admits the critical wavelength.
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 68 3 b Solution Created 2026-10-03 Updated 2026-10-14
Seek an outer asymptotic expansion for fixed . The leading equation is , and the endpoint condition gives . At first order, and , so . This outer correction cannot be evaluated at .
The coefficient selects the boundary layer coordinate . With , the equation becomes . Its inner leading term is constant; matching it to the outer solution gives . At first order, , hence . In the overlap , the outer solution is . Matching the constants therefore givesfor fixed . The logarithmic matching in a small-exponent boundary layer must retain , which is larger in magnitude than a plain order- term. At the endpoint,The coefficient of a separate plain term is zero.
Direct integration provides the exact check:At zero its logarithm is . Exponentiating gives , whose remainder is indeed . The first-order uniform composite also satisfies the boundary condition exactly and reproduces both expansions to the requested order.
Past exam of the mathematics course of the University of Cambridge 2010 ii Paper 3 31C Solution Created 2026-09-24 Updated 2026-10-14
For the WKB approximation, put . Away from the turning points , the forbidden-region solutions have the form ; in the allowed region put and use . The decaying tails selected by the boundary conditions areThe simple-turning-point Airy connection formula matches these toCompatibility requires the Bohr-Sommerfeld quantization conditionwith levels indexed from . ThereforeThe cusp at zero does not alter the leading high-energy count. An exact matching check is available: on the decaying solution is , and parity at zero imposes for even states or for odd states. Their interlacing large negative zeros give the same combined leading quantization. Reindexing from one changes only the constant phase shift, not the requested growth law.
Past exam of the mathematics course of the University of Cambridge 2010 ii Paper 3 37A Solution Created 2026-09-24 Updated 2026-10-14
The proposed stream function gives and . Since , , the vorticity equation terms areFor , . Divide by (or compare coefficients at by continuity) to obtainThe planes move normally with velocities and have zero tangential velocity. No-slip boundary conditions therefore requireThese ensure both normal impermeability relative to the moving planes and tangential no slip.
Put , and . Its derivatives are , , and . The sine vanishes at both walls and , verifying all four boundary conditions. In the ODE, the sine-cosine products from and cancel, leavingThus each displayed profile is an exact solution when .
For large , stays within of , but the tangential velocity factor continues to oscillate between and , and its shear grows like . The sketch shows both effects; a nearly straight stream-function profile does not mean nearly uniform velocity. Such fine oscillatory branches occur at special discrete large Reynolds numbers and require specially prepared flow. Their many inflection points and strong shear permit instability, so generic disturbances are unlikely to preserve them. This is a physical plausibility discussion, not a proved stability classification.
Past exam of the mathematics course of the University of Cambridge 2011 ia Paper 2 11F c Solution Created 2026-09-24 Updated 2026-10-14
The homogeneous linear recurrence relation has characteristic polynomial , hence general solution . For the expected-time recurrence, rearrangement gives , for which is a particular solution. ThusImposing the absorbing boundary conditions from the preceding parts gives the gambler's ruin formulas
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 12 2 Solution Created 2026-10-03 Updated 2026-10-14
Consider two finite assemblies of the same number of congruent bounded Euclidean tiles. Label their matching faces so the same prescribed face identifications are used in both assemblies. For each face type , encode the first assembly by a symmetric involution : a paired face exchanges its two tile indices, an exterior Dirichlet boundary condition contributes diagonal , and an exterior Neumann boundary condition contributes diagonal . Let encode the second assembly. Face coordinates are pulled back to the same reference face; if identifications have additional face isometries, these pullbacks must be included in the intertwining operators.
The transplantation theorem says that a constant matrix with for every face type sends the vector of tile restrictions of a Laplacian eigenfunction on the first assembly to one on the second, by . If is invertible, it is a bijection of each eigenspace and the assemblies are isospectral with multiplicities.
To prove it, each component solves the same interior equation , and a constant linear combination solves that equation too. On a face, let be the vector of boundary values and the vector of outward normal derivatives. All matching and exterior conditions are exactlyFor an internal face these equations say that values agree and the two outward derivatives sum to zero. For diagonal they impose zero value, and for diagonal zero normal derivative. The intertwining identity gives and , so the transplanted functions match and satisfy the correct boundary conditions. Applying proves the eigenspace bijection. At corners the same reasoning is interpreted in the finite-energy weak domain: no value jump and cancellation of normal flux prevent an extra distributional source. It gives the usual self-adjoint Dirichlet/mixed Laplacians on polygonal assemblies.
Here is an explicit transplantation by reflection parity. Take a rectangle of width and height , with the Dirichlet boundary condition on every exterior side. Cut it at its vertical midline into two congruent half-rectangles, pulling the right-hand half back by reflection. The midline gluing matrix isReplace the connected assembly by the disjoint union of two width-, height- rectangles: the first has Dirichlet conditions on all sides; the second has Dirichlet on three sides and Neumann on the side representing the cut. Its corresponding matrix is . The invertible, indeed orthogonal, matrixintertwines the midline conditions. Every other face has matrix on both assemblies, which automatically intertwines. The transplantation theorem proves equality of the complete spectra, although one surface is connected and the other has two components with the required uniform and mixed conditions.
Equivalently, odd reflection eigenfunctions vanish on the cut, while even reflection eigenfunctions have zero normal derivative there. A direct separation-of-variables check gives the connected rectangle's eigenvaluesEven gives the fully Dirichlet half-rectangle spectrum, and odd , , gives the mixed half-rectangle spectrum. The split preserves every multiplicity, including coincidences between different pairs of indices.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 12 3 Solution Created 2026-10-03 Updated 2026-10-07
Take to be a closed compact Riemannian manifold and use the positive Laplace-Beltrami operator. Its Riemannian heat kernel is the integral kernel of :It solves for and tends to the identity kernel as . For an orthonormal eigenbasis, the spectral expansion of the Riemannian heat kernel isThe bar is required for a complex basis. With boundary, a specified invariant boundary condition must also be included in this definition.
For the quotient formula use the covering-space interpretation: acts freely and properly discontinuously by Riemannian isometries. On compact such a discrete group is finite. Freeness alone, without this covering hypothesis, does not justify the image sum: an infinite dense subgroup of circle rotations, for example, acts freely but has no manifold quotient. Positive-dimensional group actions require a different quotient analysis.
For lifts of , the heat kernel on a finite isometric quotient isInvariance of under simultaneous Riemannian isometries and reindexing the sum show that this is independent of both lifts. A local isometry commutes with the Laplacian, so the sum satisfies the quotient heat equation. For its initial condition, integrate over a fundamental domain against a lifted function. The terms combine into the integral over all of , whose initial limit is . Uniqueness of the heat evolution proves the formula. There is no factor in this kernel formula.
On the diagonal the sum is -invariant. Its integral over is therefore times its integral over , giving the heat traceThus the normalization factor appears in the trace, not the kernel. Put . For any finite isometry group , changing variables proves : it is a class function on .
For Gassmann equivalent subgroups , their intersections with each conjugacy class have equal size, and their orders are equal. If both act freely, the heat traces of their quotients satisfyso they agree for every . Since , equality determines the spectrum with multiplicities: take to recover the smallest eigenvalue and its multiplicity, subtract that term, and repeat. This proves Sunada theorem. Equivalently, projection onto -invariant functions averages the group action, and the quotient eigenvalue multiplicity is , with the eigenspace character of a representation. Almost conjugacy equalizes these averages.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 46 3 Solution Created 2026-10-03 Updated 2026-10-07
For fields with a first-derivative Lagrangian density, suppose an infinitesimal global transformation at fixed coordinates is and , with constant infinitesimal . Noether theorem gives the on shell conserved currentThis follows by varying the Lagrangian, integrating the terms with by parts, and setting the Euler-Lagrange expressions to zero. If spatial boundary flux vanishes, is a conserved Noether charge. Spacetime symmetries are covered by including the induced field variation at fixed coordinates and the corresponding total derivative .
An example of a theory with a Lorentz four-vector is the source-free Maxwell field with electromagnetic four-potential . Under an Abelian gauge transformation,The change in is , so the Maxwell Lagrangian is gauge-invariant. For define and . With signature ,The minus sign in gives the positive electric kinetic term and positive physical field energy; reversing it would reverse the Hamiltonian's sign for the physical modes. The normalization accounts for antisymmetry and yields the conventional equations. Varying gives .
For time translation at fixed coordinates take . Since is constant, , and hence . Thus . The momentum derivative isNoether theorem therefore gives the canonical stress-energy tensor's time-translation currentHere was used. The canonical momentum of vanishes, while that of the lower spatial component is : acts as a multiplier for Gauss law, not a propagating degree of freedom. The density above is not manifestly gauge-invariant, but its charge agrees with the physical energy on the constraint surface and with appropriate boundary conditions.
The gauge-covariant time translation instead has . It is time translation combined with a gauge transformation of parameter . Directly,using the definition of , equivalently its Bianchi identity. The total derivative in is unchanged. The improved current isIt is the gauge-invariant Maxwell stress-energy tensor. In particular,The spatial current is the Poynting vector , so conservation gives . This is the familiar positive local electromagnetic field energy density, expressed entirely in measurable fields.
To compare the currents,The last term vanishes on the source-free Maxwell equations, leaving a stress-energy tensor improvement generated by a stress-energy superpotential. At the charge level,when the surface term vanishes and Gauss law holds. Thus the symmetries yield the same conserved energy under these conditions while the second supplies a gauge-invariant local density. Boundary terms would have to be retained if those boundary conditions were not imposed.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 76 2 Solution Created 2026-10-03 Updated 2026-10-14
Use primes for differentiation with respect to . Since , substituting the amplitude-phase representation into the differential equation and separating real and imaginary parts givesThe second equation is exactly . Thus, with a real constant and ,This exact amplitude-phase equation is the Ermakov-Pinney equation for the oscillator. Conversely, any real nonvanishing satisfying it and gives an exact complex solution. Existence is not an asymptotic assumption: choose independent real solutions of the original equation, form , and set . Their nonzero constant Wronskian prevents simultaneous zeros. The phase derivative satisfies , so it is constant. Complex conjugation gives a second branch, and linear combinations recover real solutions.
For the WKB approximation, work on an interval where is smooth and bounded away from zero. Choose the positive phase branch and an -independent positive . The equations naturally admit even-power expansionsThere is no order- phase correction in this convention. Leading order gives and . Comparing order in the real equation yieldsConsequentlyThe constants absorb the normalization. The opposite phase branch changes the sign of and its correction. A zero of is a classical turning point where this particular expansion fails; the exact amplitude-phase equation itself remains valid for a suitable complex solution.
For the Sturm-Liouville problem, take and use the interval coordinate as , so on . Combining the conjugate branches to satisfy the left Dirichlet boundary condition produces a sine of the phase integral from zero. The right Dirichlet boundary condition requires an integer multiple of . No turning-point phase shift is present. We haveThus the two-term Dirichlet WKB quantization isSolving first for the square root and then squaring givesAs an independent sign check, the Liouville transformation of a second-order equation with and gives on an interval of length . The mean transformed potential is , consistent with the constant spectral correction.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 76 3 a Solution Created 2026-10-03 Updated 2026-10-14
Assume and fixed . Away from the degenerate endpoint , the reduced equation is . The positive drift makes the rapidly varying homogeneous mode decay as one moves away from the left boundary, so the outer solution is selected by the right boundary condition:It does not satisfy the left value: its limit there is .
If the layer width is , diffusion is , while is because the drift vanishes linearly. Their dominant balance gives the square-root boundary layer at a vanishing driftWriting gives . The first nonzero inner expansion satisfies , hence . Imposing and matching givesThe overlap region is for fixed . The additive composite expansioncombines the two leading approximations and satisfies the left value exactly and the right value up to an exponentially small term. Only the first nonzero terms were requested; higher matching terms need not be added.
For fixed , the decaying fast mode is at the other endpoint. The outer solution is now fixed by , giving . At the drift does not vanish, so the right layer has width , with leading transient proportional to . In particular its leading inner profile is , where . The vanishing drift at the left endpoint does not require an order-one mismatch layer for these data.
For , the reduced equation is , which cannot supply the nonzero endpoint values. The equation becomes an Airy ordinary differential equation: gives . The exact solutions are combinations of and . For they oscillate, with local wavelength of order , rather than forming a decaying exponential layer matched to a smooth nonzero outer profile. The region resolves the turning endpoint, but oscillations extend throughout the interval. Boundary-value resonances can occur at isolated parameter values. Thus setting is not a continuous substitution into either fixed-sign layer approximation.
Past exam of the mathematics course of the University of Cambridge 2013 ib Paper 2 16B Solution Created 2026-09-24 Updated 2026-10-07
For the Dirichlet Green's function, solve with zero endpoint values. Away from , is linear. Continuity at and the derivative jump giveFor nonzero Dirichlet boundary conditions, subtract their linear interpolant. The resulting boundary value problem has solutionIn the final heat equation, a steady state has zero time derivative. Here , , , . Integrating twice and imposing the endpoint values givesIts second derivative and both boundary conditions verify the answer directly.
Past exam of the mathematics course of the University of Cambridge 2013 ib Paper 2 7A Solution Created 2026-09-24 Updated 2026-10-07
The free surface is a material surface, so its kinematic boundary condition isWith constant atmospheric pressure and no surface tension, the dynamic boundary condition for an inviscid interface follows from Unsteady Bernoulli equation:Write , where and are small. Choose the time-dependent potential gauge so the undisturbed right-hand side is . Retaining first-order terms, evaluated at , givesThe incompressibility condition also gives Laplace's equation for .
Set . Substitution of the specified normal mode into the two linearized boundary conditions yields and . Eliminating gives the dispersion relationThe decay factor in a fluid extending to uses . With signed wavenumber the decaying factor is and the right-hand side is . The frequency shift is the advection of a deep-water gravity wave by the uniform current.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 49 3 b i Solution Created 2026-10-03 Updated 2026-10-07
Take compactly supported metric variations, or impose boundary conditions that remove the integration by parts terms. Let and . Since , the gravitational action varies asApplying integration by parts twice to the derivative terms givesFor the usual stress-energy tensor definition , varying the covariant metric tensor gives . Thus the action's stated normalization impliesThere is no implicit in this gravitational action. This is the normalization of the metric f(R) field equation, rather than the commonly normalized version with on the right.
Finally, the chain rule gives and . Substitution yieldsThis is a metric f(R) gravity variation: the connection is always the Levi-Civita connection of the varied metric tensor, not an independent variable.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 66 1 a Solution Created 2026-10-03 Updated 2026-10-07
Take and use primes for spatial derivatives. Two integration by parts operations in the first variation of the elastic filament's bending energy giveThus the Euler-Lagrange equation is , and the fluctuation differential operator is . In the L2 space inner product, its boundary form isThe conjugate endpoint trace pairs are and . Requiring one member of each pair to vanish gives the four standard self-adjoint endpoint conditions for filament bending, applied at both ends:
- Free-free: . Both the bending torque and the transverse endpoint force vanish; position and slope can vary.
- Clamped-clamped: . Position and slope are fixed, with reaction forces and torques permitted. These are clamped boundary conditions.
- Hinged-hinged: . Position is fixed, but the endpoint rotates without bending torque.
- Torqued-torqued: . Slope is fixed by an endpoint torque, while translation is free and transverse force vanishes. The torque is a reaction, not an additional condition setting to zero.
Each pair annihilates the boundary form for all in the domain. Conversely, the remaining two endpoint traces can be chosen freely: requiring the boundary form to vanish against every such forces an adjoint-domain function to satisfy the same two conditions. This proves self-adjointness, rather than just formal symmetry, on the corresponding fourth-order Sobolev space domain.
The count four concerns these elementary homogeneous choices. Identical-end boundary conditions do not restrict all self-adjoint operators to these four possibilities. For example, , at both ends, with any fixed real , also annihilates the boundary form: the remaining expression is . This Robin boundary condition supplies a continuous family beyond the four listed pairs.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 66 1 b Solution Created 2026-10-03 Updated 2026-10-07
For each of the four standard pairs, integration by parts givesConsequently the eigenvalues are nonnegative. For a positive eigenvalue , the eigenvalue equation is . Its four characteristic roots are , soHere are coefficients, avoiding a collision with the filament bending modulus . The regular finite-interval self-adjoint operator has compact resolvent; applying the spectral theorem for compact self-adjoint operators to a shifted inverse supplies a complete orthonormal basis of eigenfunctions.
For clamped boundary conditions at zero, a clamped--clamped bending mode can be writtenAt , writing , the two remaining boundary conditions areThe determinant is . Hence the positive wavenumbers obeyEquivalently, intersect with . Numerical root bracketing givesThe entire sequence has the useful large- descriptionIndeed, put in and use and .
The apparent root in the determinant equation is spurious for the clamped problem: at zero eigenvalue, is a cubic polynomial, and its four clamped conditions force . For other endpoint choices, zero-energy filament modes must be treated separately from the trigonometric formula. The free-free kernel consists of affine functions, the torqued-torqued kernel consists of constants, and the hinged-hinged kernel is trivial. Including those kernels is necessary for a complete eigenfunction expansion.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 67 3 Solution 2026-10-07
Assume . Since the drift is positive, the fast mode decays to the right; the matched asymptotic expansion has a left boundary layer at of width , and the outer expansion uses the condition at .
Write . The first two equations for the outer expansion areEnforcing and , defineThen the outer asymptotic expansion isTo derive the correction, set . Cancellation of the homogeneous terms leaves ; integration and give the expression above.
In the left boundary layer, set and . The equation becomes . Put and . The leading inner equation and matching give , , , hence . At the next order,Since , put . The matched inner correction satisfying isFor verification, the differential operator maps to . The large- common part is , precisely the small- outer expansion in the overlap .
Adding the inner expansions and outer expansions and subtracting their common part gives the first-order composite expansion for a positive driftThis is uniformly correct through on . It satisfies the left boundary condition exactly; at the right boundary the remaining error is exponentially small. Polynomial growth in the inner correction is harmless because it is multiplied by the decaying exponential. For the smooth nonvanishing drift, the next matched terms are uniformly .


