Past exam of the differential equations 2 course of the University of Oxford 2023 1 c i Solution 2026-10-25
At , the nonzero homogeneous solution satisfies both zero boundary conditions. Thus the boundary value problem has a nontrivial kernel and cannot have an inverse for arbitrary forcing.
More directly, the adjoint operator has the zero-endpoint homogeneous solution . If an ordinary Green's function existed, the integration by parts identity would implyBut for . This contradiction rules out the Green's function for the unmodified operator. It is the Fredholm alternative obstruction.
For a sufficiently regular solution, put , with the Laplacian. Then and . The zero Dirichlet boundary conditions on and become zero Dirichlet boundary conditions on and . Conversely, eliminating from these two equations recovers the fourth-order equation with the biharmonic operator. For the weak solution we will construct, these interior identities hold as distributional identities; zero Sobolev traces are imposed on and , without assuming classical fourth derivatives of .
Let , the Cartesian product of two zero-boundary Sobolev spaces, with normThis is a Hilbert space. Applying integration by parts separately to the two equations gives the weak formulationEquivalently, for and , define the bilinear form and linear functionalWe seek with for every .
The skew-coupled elliptic system has a useful bounded bilinear form estimate with constant one. Indeed, write the integrand as the dot product of and . The Cauchy-Schwarz inequality givesFor equal arguments, the two zeroth-order coupling terms cancel. If is the constant in the supplied Poincaré inequality, thenThus is a coercive bilinear form, although it is not a symmetric bilinear form. The Lax-Milgram theorem applies and yieldsIn particular, . Testing with compactly supported smooth test functions identifies and as distributional identities. This gives the asserted relation to the original boundary value problem at the available regularity.
Choose the positive direction along the sphere's laboratory velocity . In its rest frame the far-field fluid velocity is . Therefore the far-field potential is . The impermeable sphere imposes at . The monopole coefficient vanishes because the sphere is not a source or sink, and the dipole coefficient follows from the wall condition:ThusThe regular exterior boundary value problem has no forced higher multipoles; uniqueness fixes their coefficients to zero. Differentiating givesHere is the polar velocity component. An equivalent Cartesian form isOnly no-penetration, not no-slip, is appropriate to this ideal inviscid solution. The sphere density does not enter the velocity field for an externally prescribed constant speed.[ref]
Here a prime denotes . It is useful to retain terms through in the normal mechanical equilibrium equation, even though only first-order shape corrections are sought. The undeformed elastic membrane is tensionless, so a first-order change of curvature contributes to normal force only at second order.
The geometric equations written in reference arc length areTheir first-order Taylor expansions giveand henceThe principal stretches and the first-order constitutive equation areBecause exactly, the tangential mechanical equilibrium equation gives . Thus both and are spatial constants: .
Expand the geometric factors in the normal balance:ConsequentlyMatching the first-order coefficient gives the requested relationSince the prescribed pressure has no second-order term, and , its second-order coefficient givesA closed boundary value problem for the three requested unknowns is thereforeThe first equation has order two, the second order one, and the last order one, so the four boundary conditions match the total order. The unknown constant is selected by the axial endpoint constraint, rather than by an additional specified traction.
For , an equivalent formulation eliminates and displays that constraint as an integral:After solving this system, recover by integration from . No second derivatives of the unspecified function are required: they enter the next-order shape corrections through the second-order constitutive equation, whereas the displayed normal balance already determines the leading shape. The case has the undeformed solution .
Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 72 3 b Solution Created 2026-10-03 Updated 2026-10-14
For a static base state under dead loading, put and take zero incremental body force and traction. The admissible squared frequencies are the eigenvalues of the weighted boundary value problemMultiply by and integrate over the reference body. The boundary term in integration by parts vanishes, giving the elastic normal-mode energy identityFor a nonzero mode and positive mass density, the denominator is real and positive. The numerator is real by major symmetry of the incremental elastic moduli. Explicitly, if with real , the two imaginary cross terms cancel, leaving the sum of the quadratic energies of and . Consequently every admissible is real. A negative value, when allowed by indefinite moduli, corresponds to exponential growth or decay rather than an oscillation with real frequency.
If the moduli quadratic form is strictly positive on every nonzero real matrix, that same decomposition shows that the numerator is positive whenever is nonzero. Thus for every nontranslation mode. Under the usual assumptions of a bounded connected body, regular coefficients and uniform positivity, the Rayleigh quotient defines a self-adjoint operator with discrete positive squared frequencies on the mass-weighted mean-zero displacement space. Its eigenfunctions give the nontrivial small harmonic oscillations.
There is an unavoidable zero-frequency qualification for the pure traction problem as printed: , for any nonzero constant vector , has zero gradient, zero incremental nominal stress and . These three constant translations obey all the homogeneous incremental boundary conditions. Under the strict quadratic-form hypothesis they are the entire zero eigenspace on a connected body. Therefore the unrestricted conclusion isStrict positivity for every nonzero displacement requires excluding these modes, for example by imposing , or by adding a displacement constraint. If harmonic perturbations are defined to have nonzero frequency from the outset, the requested positivity holds for all those perturbations.
Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 72 3 c Solution Created 2026-10-03 Updated 2026-10-14
The fixed-displacement boundary value problem now has on the whole boundary. The elastic normal-mode energy identity still holds, because its boundary term contains . DefineFor real constant , has major symmetry: both Levi-Civita symbols change sign upon exchanging the two index pairs. Its quadratic density is a quadratic minor null Lagrangian. Indeed,The boundary integral vanishes by the Dirichlet boundary condition, and the volume integral vanishes because mixed derivatives are symmetric in whereas is antisymmetric. Constancy of is essential: otherwise its derivatives would produce extra terms. This calculation initially applies to smooth fields and extends to fields with zero Sobolev boundary trace by density.
It follows that the Rayleigh quotient numerator can be replaced by the quadratic form with :The assumed positivity of on all nonzero real matrices also gives positivity on nonzero complex matrices by splitting real and imaginary parts. A nonzero satisfying on the boundary cannot have identically zero gradient. Hence the right side is strictly positive, andThis works even when the original moduli quadratic form is not pointwise positive on all matrices: its integrated energy on fixed-boundary gradients agrees with a positive density after adding the quadratic minor null Lagrangian.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 73 1 ii Solution Created 2026-10-03 Updated 2026-10-14
Work at one radius and write . Use the surface density to fix the mass density normalization and introduce the height scaleChoose the dimensionless variablesThe pressure and temperature scales make the hydrostatic and ideal gas equations parameter-free. The flux scale fixes the heating coefficient at , and the choice of makes the diffusion coefficient unity. Direct substitution gives the universal ordinary differential equationsFor example, the dimensionless coefficient in the temperature equation is .
Let the upper free surface be at , so its physical semithickness is . Midplane symmetry and the radiative-zero disk surface conditions giveThe last condition is precisely . The unknown surface position and the two positive midplane values are determined as part of the normalized boundary value problem. Symmetry makes even and odd; already follow from the equations and are not additional independent boundary conditions.
The zero conditions do not mean zero surface flux. Integrating the heating equation gives . Near a regular surface with finite outgoing flux, dividing the hydrostatic equation by the temperature equation yields . Thus , and , so mass density also vanishes. The apparent singular quotient in the diffusion equation has a finite regular limit. All boundary conditions and equations are independent of the physical parameters: this is homologous vertical structure of a constant-opacity alpha disk.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 81 3 Solution Created 2026-10-03 Updated 2026-10-14
Use the pressure scale , and denote the scaled transverse velocity by . The steady incompressible flow equations under the prescribed coordinate scaling areThe no-slip boundary condition is at and at the lower wall , taking upstream. Far upstream, , , and . These are the dimensional Navier-Stokes equations divided by the streamwise and transverse inertial scales, respectively; the transverse equation's is essential.
A consistent nonlinear wall-layer regime can be chosen asNear a wall the oncoming plane Poiseuille flow is linear in distance, so a layer of thickness has and . Its inertia is ; its transverse viscous term is , explaining the distinguished balance. The resulting pressure perturbation is . In the core the induced transverse pressure variation is , negligible compared with that pressure perturbation when , equivalently . Also makes both the indentation and the viscous boundary layer thin. Streamwise viscous derivatives are smaller still. Thus the core perturbation is inviscid at first order and pressure is common to the two wall layers at their leading order.
Write and . The core pressure gradient only enters at order , so first-order continuity equation and streamwise momentum giveEliminating shows . Let that ratio be ; integration in , with the unperturbed upstream condition, then givesThis displacement form automatically has zero first-order change in total core flux, because .
For the lower boundary layer, usewhere is the smaller upstream pressure gradient. The extra term in removes the velocity induced by the moving coordinate surface. The chain rule gives and ; the wall-slope terms cancel from both continuity equation and convection. At leading order the Prandtl boundary-layer equation isMatching to the core near the lower wall gives , so .
For the upper boundary layer, set , , . The same equations, wall data and common result, but the core matching gives , so . The two pressure-driven wall-layer problems have the same upstream shear, wall conditions and pressure forcing. Under the question's uniqueness assumption their solutions coincide, and their displacement limits must coincide. Thus the symmetric viscous interaction in an indented Poiseuille channel gives
For , one has and . Matching in a similarity solution requires . Equating the powers in convection , viscosity and pressure gradient gives . HenceUse the stream function , with . ThenDirect differentiation gives , whereas . The one-third-power similarity of an indented channel boundary layer is therefore governed byThe original PDF has in this equation; the converted TeX loses the derivative and gives . Existence remains conditional on a value of for which this boundary value problem has a solution, as stipulated in the question. The similarity describes the stated thin-indentation regime on .
Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 68 4 a Solution Created 2026-10-03 Updated 2026-10-14
Take . The Airy equation is . To discuss positivity of this linear operator, use its homogeneous variation domain . Integration by parts givesThe boundary term is zero at both ends. The same calculation with two different functions proves that the associated form is a symmetric bilinear form. Positivity here concerns the homogeneous domain; the condition instead defines an affine set of admissible solutions.
For the variational problem defineand minimizeThe Sobolev trace at zero is meaningful in . No derivative boundary value is imposed on this trial space: the Neumann boundary condition will emerge naturally. For , Cauchy-Schwarz inequality and integration giveso . Thus is a bounded, symmetric, coercive bilinear form on the Hilbert space . The Lax-Milgram theorem says that a bounded coercive bilinear form and a bounded linear functional determine a unique weak solution. Apply it toand set . This is precisely the first variation condition for .
Compactly supported test functions first yield in the sense of distributional derivatives. Since , the solution is in . Integration by parts then leaves for every , hence . The other boundary condition is built into . Conversely a solution of this boundary value problem satisfies the first variation condition. Finally,This proves existence, uniqueness and the global minimum characterization, including the natural boundary condition. It is the mixed-boundary Airy energy principle.
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 2015 iii Paper 70 2 c Solution Created 2026-10-03 Updated 2026-10-06
Substitute part (b) into the spectral representation. The terms containing areThe transform is analytic for . Write . In the first quadrant,which decays since . The Cauchy integral theorem in that quadrant equates the two integrals in the first parentheses. In the second quadrant,which decays since , , and . The same contour integration equates the two integrals in the second parentheses. Therefore makes no contribution. This is upper-quadrant cancellation of reflected boundary transforms, and it uses the whole paired expression rather than attempting to discard an individual integral.
The terms involving cancel by the same two quadrant arguments with the analytic factors and omitted. There is a sign defect in the printed reconstruction prefactor. The sides specified in part (a) form a clockwise boundary, so the Cauchy integral theorem gives a negative reconstruction sign. Indeed, integrating each spectral ray first yields , and hence the sum of the three ray integrals is . Thus the printed positive prefactor reconstructs . The requested cancellation above holds with either overall sign, but the actual data-dependent derivative isDecay at infinity fixes the integration constant when recovering from its Wirtinger derivative.
For completeness, the missing condition at infinity and the unrestricted printed deserve an explicit solvability of a decaying Robin strip check. Let be orthonormal eigenfunctions from a Sturm-Liouville problem of with and , and eigenvalues . With , separation of variables givesIndeed, each coefficient obeys and . A positive eigenvalue has one decaying exponential; a zero eigenvalue has only affine solutions and a negative eigenvalue only oscillatory solutions, neither of which decays unless its coefficient vanishes. This also proves uniqueness in the decay class and justifies reflection symmetry there. For , all eigenvalues are positive. For , the constant eigenfunction requires ; the apparent zero of at the origin is then removable. For , compatibility with every nonpositive eigenmode is necessary. These restrictions cannot be inferred from smoothness and reflection symmetry alone. The printed boundary value problem without any far-field condition permits additional growing or nondecaying homogeneous solutions, whereas the spectral transforms select the decaying branch.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 70 3 Solution Created 2026-10-03 Updated 2026-10-06
Fix the convention , , and let . With , two families of modified Helmholtz adjoint plane waves areBoth satisfy , since the products of their and exponents are . They obey . Green second identity gives the two conjugate global relations for the modified Helmholtz equationFor real boundary traces, . Thus the second identity is the conjugate spectral companion, rather than an unrelated extra boundary condition. In complex differential form the first relation is equivalentlyIts integrand is a closed one-form: differentiating its coefficients gives . This supplies a direct derivation of the global relation as well as its outward-normal sign convention.
Write the known Dirichlet boundary condition on side as and the unknown outward normal derivative as , with . For any linear combination of the adjoint waves, the global relation isExpanding the in a finite basis and enforcing these identities at selected collocation points for a global relation gives a linear system with a known right side. The square permits especially simple paired tests.
Let , , and for . Define four real adjoint solutionsThey satisfy the modified Helmholtz equation because . Each is a linear combination of two adjoint exponentials, hence is obtained from the two spectral global relations. More explicitly, put , so . For the convention above, the required spectral pairs areAppropriate phase-weighted differences produce . For example the top test is . The conjugate relation ensures a real system for real data. This is sine collocation of square modified Helmholtz global relations.
The functions are an orthonormal Fourier sine basis on . Set and compute the known quantity by numerical integration. Since , each adjoint test vanishes on both adjacent sides. On its own side it equals , and on the opposite side it equals , where . Thus the square modified Helmholtz Dirichlet-to-Neumann coefficients obeyEach block is inverted explicitly: for opposite sides ,Compute these coefficients for and reconstruct . This is a semi-analytical scheme: the spectral basis integrals and two-by-two inverses are explicit, while the known boundary integrals are evaluated numerically. Increase and the quadrature resolution until the desired convergence is observed; compatible smooth side data have convergent normal-trace expansions, while corner singularities require the usual weaker trace interpretation and more careful quadrature.
The requested weak interaction between sides is particularly clear: the adjacent-side unknown traces contribute exactly zero, and the opposite-side coefficient is . The own-side coefficient stays equal to one. Thus diagonal dominance of paired square global-relation collocation is genuine after pairing; individual uncombined exponential samples need not have the same conditioning. The eigenvalues of each block are , so its condition number is .
There is also a direct localization check for an individual adjoint wave. On side with outward unit normal and tangent , the normalized test has . Its opposite-side magnitude is , and its magnitude integrates to at most along either adjacent side. This side localization of modified Helmholtz plane waves explains why suitable large spectral parameters suppress remote-side effects even before the exact sine cancellation.
Finally the interior solution can be evaluated from the computed traces using the two-dimensional modified Helmholtz fundamental solutionHere is the Modified Bessel function of the second kind, and . Replace by its computed finite Fourier sine series and use numerical integration; at interior points the boundary kernels are smooth. The sign follows from Green second identity with this fundamental-solution convention. This completes the numerical integration of the boundary value problem with a Dirichlet boundary condition, rather than stopping at an equation for its unknown boundary derivatives.
Past exam of the mathematics course of the University of Cambridge 2016 ib Paper 3 7A Solution Created 2026-09-24 Updated 2026-10-06
Away from , a Green function for this second-derivative operator is linear in . The left boundary condition makes it on , and the right Neumann boundary condition makes it constant on . Continuity gives . Integrating the distributional equation through the Dirac delta function gives the jump , so . ThereforeApply the Green function to the forcing:Evaluation yieldsIndeed , so , and . A difference of two solutions is linear with these homogeneous boundary conditions, hence zero; the boundary value problem has a unique solution.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 337 1 iii Solution Created 2026-10-03 Updated 2026-10-06
Eliminate the instantaneous Stokes flow velocity in favour of temperature. On a horizontal Fourier mode , the Stokes temperature-slaving operator maps to , where and . The temperature evolution has linear operator and bilinear map . Under the homogeneous thermal Dirichlet boundary conditions, is self-adjoint. Normalize its critical eigenfunction as and set ; the critical vertical velocity is .
At order , the critical eigenfunction equation gives . At order , the weakly nonlinear expansion contains the imposed second harmonic and the quadratic products of the critical mode: a horizontally uniform temperature correction proportional to and, in a general vertical-mode calculation, a second harmonic proportional to . These corrections are found by solving the noncritical boundary value problems, with homogeneous thermal data except for the imposed forcing.
At order , the method of multiple scales produces the slow derivative , the detuning term , and the two cross-advection terms involving first- and second-order fields. Project the component onto the adjoint eigenfunction using the vertical inner product. This is the solvability condition in the method of multiple scales: divide each resonant projection by . The detuning supplies with ; interactions of horizontal wavenumbers and permit with ; self-interaction through the slaved mean and second harmonic supplies . Other products have the wrong horizontal wavenumber. Reflection permits real coefficients with this cosine forcing. Thus the symmetry-allowed spatially forced convection amplitude equation isThere is a useful specialization that should not be silently missed. For the literal one-vertical-mode Stokes flow problem, the vanishing two-to-one forcing coefficient for Stokes convection makes at this order. To see this, write a positive second-harmonic forcing component as , incorporating the cosine's factor . Its coupling to the negative critical harmonic has projected integrand, apart from sign and its factor ,The integral vanishes because at both plates, even though is nonzero. This proves the cancellation without solving the forced profiles. The permitted coefficient is therefore zero times ; symmetry alone does not establish nonzero phase pinning for the equations actually supplied.
The same normalization makes the remaining coefficients explicit. Since , . The quadratic second harmonic cancels for , while the uniform correction is . Projecting gives . Thus for the literal model and this temperature normalization,A generic nonzero would require a nonvanishing projection in an amended physical model or a different forcing structure. It is still meaningful to classify the real-coefficient amplitude equation requested independently.
Write . Then and . These are a gradient flow for , so local minima give stable equilibrium points. At the origin the two eigenvalues are and . The origin has exponential asymptotic stability if , retains asymptotic stability with algebraic decay at , and is unstable if . At equality, obeys , since both linear coefficients are nonpositive. Integrating this inequality proves attraction even in the zero-eigenvalue direction.
For the stable nonzero equilibrium points are real; for they are imaginary:The real branch has Jacobian matrix eigenvalues ; the imaginary branch has . The oppositely aligned branch, when it exists, is a saddle equilibrium. No mixed real-imaginary nonzero equilibrium is possible when .
For , the origin is stable for , with algebraic decay at zero. If , the circle is radially attracting. Each point has Lyapunov stability but has a neutral phase direction, so it does not have individual asymptotic stability; the circle has orbital stability. This is the literal model's unpinned family. The general nonzero- branches instead exhibit phase locking to one of two phases separated by .
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 337 1 ii Solution Created 2026-10-03 Updated 2026-10-06
Take and . Taking the divergence of the Stokes flow momentum equation gives ; applying the Laplacian to its vertical component then eliminates pressure and gives . The forced velocity and temperature are , so their advection product is and drops out at leading order. The steady heat equation reduces to .
Consequently the boundary value problem for the forced profiles isIts six boundary conditions areThe horizontal velocity field is , which directly verifies the incompressible flow and stress-free boundary condition. In the detuning used subsequently, may be replaced by in this leading problem, since its correction enters at order . The vertical profiles depend linearly on .
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 337 4 Solution Created 2026-10-03 Updated 2026-10-14
Consider a horizontal fluid layer under the Boussinesq approximation heated from below, rotating uniformly about its vertical axis. To make the linear formulas definite, take depth one, stress-free impermeable fixed-temperature plates, a horizontally infinite or sufficiently large periodic domain, and negligible centrifugal-buoyancy modifications. Rigid plates change the vertical eigenfunctions and thresholds and require their own boundary value problem; the explicit formulas below use the free-slip model. Let be the Prandtl number, the Taylor number, and the Rayleigh number. Time is again measured on the thermal diffusion time.
The linearized rotating Rayleigh-Bénard convection equations about conduction areThe Coriolis force does no work on the fluid, but it couples vertical motion to vertical vorticity and thereby changes the balance of buoyancy and viscous damping. On the plates require and . Write . Taking a curl and a double curl removes pressure and givesA normal mode with horizontal wavenumber , vertical index and complex growth rate has , and . Put . The three equations become , , and . Their determinant gives the rotating-convection growth-rate polynomialThis cubic includes viscous and thermal modes as well as the convective instability. It avoids excluding a root by division by . Linear stability means every root has negative real part; stationary onset has , while overstability has with nonzero angular frequency.
Setting gives the stationary neutral curve of rotating convectionFor oscillatory convection, set and equate real and imaginary parts. Eliminating yieldsThe oscillatory neutral curve of rotating convection is physically admissible only when . Thus and sufficiently rapid rotation are necessary; a formal minimum with is not a Hopf bifurcation. Convection begins at the smaller of the stationary minimum and the admissible oscillatory minimum. The angular frequency approaches zero where a fixed-wave-number stationary and oscillatory threshold meet; that is a double-zero limit of the cubic, requiring a different slow-time reduction.
For wavenumber selection in rotating convection, the lowest vertical index is . To compare indices, set at fixed . Both neutral thresholds have a positive term proportional to and a rotation term independent of , while the admissible angular frequency squared decreases with . Their minima therefore cannot improve on . Set , . Minimizing each neutral curve givesFor the latter equation also check , or minimize over the admissible set instead. Without rotation, and . At rapid rotation, and : rotation narrows the horizontal convection rolls and raises their threshold. In a finite box only discrete wavenumbers are permitted, so the minimum must be taken over those allowed modes.
The rapid-rotation comparison has . Its equality gives , with positive root about . Below this value, sufficiently rapid rotation can make oscillatory convection the primary instability; low Prandtl number allows inertial motions to interact with the thermal field before viscosity damps them. This estimate describes the selected neutral-curve comparison in the stated free-slip asymptotic model, rather than claiming every has oscillatory primary onset at every rotation rate.
Neutral curves for rotating convection
. Details. Linear selection does not determine the nonlinear planform or its stability. A weakly nonlinear expansion with a solvability condition gives amplitude equations. A stationary convection roll amplitude has the Landau amplitude equation ; a supercritical branch requires and has , whereas requires higher-order saturation and permits subcritical behaviour. The coefficient depends on the physical parameters and boundary conditions, and should not be assumed positive merely because the linear threshold is known.
A nonzero-frequency Hopf bifurcation supplies oppositely travelling convection roll amplitudes . At a fixed orientation, a cubic normal form iswith complex and the understood symmetry exchanging propagation directions. For and , a travelling-roll branch has one nonzero amplitude, of squared modulus ; it is stable to the opposite travelling amplitude when . A standing-roll branch has equal squared moduli , and is stable within this pair when and . The imaginary parts shift angular frequencies. These conditions concern amplitude perturbations in that reduced subspace; orientation and modulation modes still have to be tested. This is the competition of travelling and standing convection rolls.
Near simultaneous stationary and oscillatory thresholds, a codimension-two bifurcation requires retaining both types of mode. After selecting an orientation and fixing a steady spatial phase, a schematic nonresonant steady–Hopf mode interaction isHere is real, is the chosen complex oscillatory amplitude, are real, and may be complex. Assume , for a radially stable pure steady branch, and , for a radially stable pure oscillatory branch. Steady convection rolls suppress the oscillatory mode if , where ; oscillatory convection rolls suppress the steady mode if . These are transverse tests for branches whose existence and radial stability have already been checked. Mixed states have positive intensities , solving , . If , then , . For positive and the positive self-saturation coefficients above, the intensity Jacobian matrix has negative trace and determinant , so the mixed state is attracting in intensities when and is a saddle equilibrium when ; phase and other-mode perturbations remain separate tests. Depending on the cross-couplings, one obtains coexistence or competition and bistability; degeneracies or resonances require extra terms. A full travelling/standing-wave competition must retain both , not just this illustrative one-mode . If the Hopf angular frequency tends to zero, averaging over fast oscillations fails and a double-zero normal form must keep the corresponding two slow variables. A crossing of global minima at distinct wavenumbers is instead an interaction of distinct modes, not automatically the same double-zero problem.
Weakly nonlinear convection rolls can also lose stability spatially. The real Ginzburg–Landau equation , with , has detuned convection rolls with . Linear phase modulation gives diffusion coefficient , so the Eckhaus instability excludes even though convection rolls exist up to . Transverse bending and mean-flow couplings impose additional restrictions in the actual rotating layer; the scalar equation is a local longitudinal example, not its complete stability theory.
Most distinctively, rotation breaks mirror symmetry between competing convection roll orientations. For two sets of convection rolls at relative angle , write and interchange indices with for the other equation. The established convection roll is unstable to the new orientation when its linear growth rate is positive. The inequality need not be symmetric under because the imposed rotation supplies handedness. This is the Küppers–Lortz instability: sufficiently rapid rotation can destabilize steady convection rolls immediately above their stationary onset to oblique convection rolls of another orientation. Successive replacements can produce time-dependent convection roll switching or heteroclinic cycles, instead of a stable single convection roll pattern. It requires three-dimensional perturbations even when the original convection roll solution is independent of its axial coordinate.
At finite Prandtl number and stress-free plates, nearly parallel convection rolls can couple resonantly to a slowly damped large-scale Eulerian mean flow. This small-angle instability of rotating convection rolls makes a regular two-roll expansion nonuniform as the angle tends to zero; one must retain the mean-flow mode. It should not be identified automatically with the finite-angle Küppers–Lortz instability or assigned a universal threshold from a one-amplitude equation. Consequently the onset type and selected scale follow from the admissible neutral curves, while persistent convection roll patterns require a separate nonlinear and sideband stability calculation.
Past exam of the mathematics course of the University of Cambridge 2019 ib Paper 2 5B Solution Created 2026-09-24 Updated 2026-09-29
For an axisymmetric separated solution of the Laplace equation whose angular factor is the Legendre polynomial , the radial ordinary differential equation has the two powers and . Thusfor constants .
Write . Since , only the spherical harmonics of degrees zero and two occur. The degree-zero radial coefficient satisfying its two Dirichlet boundary conditions is . For degree two, write ; thenso and . By linearity and uniqueness of this boundary value problem,Direct substitution at verifies both boundary values.
Past exam of the mathematics course of the University of Cambridge 2022 ib Paper 2 14A c Solution Created 2026-09-24 Updated 2026-09-25
At an ordinary point, an order- linear ordinary differential equation has arbitrary constants in its general solution. Determining them uniquely requires independent, consistent scalar conditions. Prescribing at one ordinary point gives uniqueness under the standard continuous-coefficient assumptions. Conditions at different endpoints need an additional nonsingularity check: for example, , leaves every multiple of possible. Thus counting boundary conditions alone does not guarantee uniqueness for a boundary value problem.
For a fixed source point , the Green function is defined bywhere is the Dirac delta distribution and the operator acts on . The corresponding solution isApplying under the integral gives by the defining delta identity, while the endpoint values vanish. With the stated continuous coefficients, one may define the normalized distributional equation ; this avoids multiplying a general distributional second derivative by a merely continuous coefficient.
Existence of this inverse Green function additionally requires that the homogeneous two-point boundary value problem have only the zero solution. The assumptions printed in the question alone do not ensure this: on has the nonzero zero-endpoint solution . At such resonance there are solvability conditions and no ordinary inverse kernel for arbitrary . The construction below is nonresonant.
