Assume for this spectral construction that the source and known attenuation are sufficiently smooth and decaying, for instance compactly supported, and that for the physical interpretation. The following steps identify both the forward attenuated Radon transform and the route to its inversion.
First write the complex transport operator as
For this is the real directional derivative , with . Put and . The spectral equation on the unit circle becomes
Its minus sign fixes the appropriate endpoint condition: use . The integrating factor gives
Thus the measured quantity at the opposite end of the line is
The exponent is the attenuation accumulated between the source point and the detector at the negative end. The common convention with detector at the positive end is the same transform after reversing the direction, . Using an incoming zero condition at the negative end while retaining the printed minus sign would instead give a growing integrating factor, not physical attenuation.
Next, for , the operator is a complex elliptic first-order operator. Its decaying whole-plane Green function is
This is obtained by a real-linear change of variables in the Cauchy-Green operator; its change of orientation explains the sign. Write for convolution with this kernel. Solve , and set . This removes the attenuation:
The normalized spectral solution is analytic separately inside and outside the unit circle. As approaches that circle, the Green function's characteristic singularity produces two limiting values. Their relation is computed from the weighted line integrals above together with transverse Hilbert transforms; the known attenuation determines the integrating factor weights. The two spectral limits are not individually just the incoming and outgoing real characteristic solutions: the singular-kernel prescription matters.
Finally formulate the resulting additive Riemann-Hilbert problem on the unit circle. Its jump is determined by the measured attenuated Radon transform and known . With the unit circle oriented counterclockwise and jump , a Cauchy integral formula reconstructs the normalized spectral solution:
The normalization at zero supplies the compatibility condition . Recover from , or from its small- coefficient: if , then . Equivalently the large- coefficient gives when . This spectral reconstruction of an attenuated Radon transform is the analogue of recovering from a coefficient in (ii). Known attenuation and full directed line data are inputs; one does not determine an arbitrary unknown attenuation and source simultaneously from this argument.
The integrating factor is , so . Integrating gives the general solution
The particular solution is only defined up to a homogeneous solution. Subtract from it, absorbing that multiple into the arbitrary constant. The same family can then be written
Holding fixed, the quotient tends to , the derivative of with respect to at . Thus the resonant family is . Direct differentiation gives , so it is the full general solution at resonance. This resonant exponential forcing in a first-order equation limit concerns a reparametrized family, not a fixed value of the original divergent constant . The initial condition gives , hence
Introduce . The pendulum with quadratic damping is the autonomous planar system
Its equilibrium points are . Since the derivative of is zero at zero, the linearization of a dynamical system at each equilibrium point is
At an odd multiple of its eigenvalues are , so it is a saddle equilibrium; the stable and unstable tangents are and . At an even multiple the eigenvalues are . This linearization is a centre and does not decide the nonlinear stability. In particular it would be incorrect to infer a linear damped focus from this Jacobian.
For the full system the mechanical energy is a Lyapunov function near an even equilibrium point:
A sufficiently small sublevel set is compact and contains only that equilibrium point. The only invariant motion with has and , hence is the equilibrium point itself. The LaSalle invariance principle proves asymptotic stability. Near it the trajectories turn clockwise and spiral inward, as the near-linear angular motion persists while energy decreases. Thus even equilibria are nonhyperbolic asymptotically stable spiral points; odd equilibria remain saddles.
Figure 1.
Local phase trajectories near a stable pendulum equilibrium and an unstable saddle with quadratic damping
.
For explicit trajectories put on a branch where . The chain rule gives , so the two signs yield the first-order linear differential equations for , and for . Their integrating factors give
Only portions with a nonnegative right-hand side are physical. At a turning point the constants of the two branches are matched using ; neither expression is one global trajectory through both signs. When they reduce to energy contours, with closed orbits around the even equilibrium points. For every , the quadratic damping destroys those closed orbits and makes the centres attracting spirals. Its effect is higher order in amplitude, so decay is weaker near rest than with linear damping. The saddle equilibria remain unstable, though their separatrices change shape.
The unknown Neumann boundary condition can be removed by the Fokas method. Evaluate the global relation for the half-line free Schrodinger equation at :
Consequently . In the representation from part (a), the last term has integral , by the Cauchy integral theorem and Jordan lemma. It is analytic in the upper half-plane, and the exponential decays on the closing first-quadrant arc. Hence an expression involving only the given data is
One may replace by in the upper limit defining : the contribution of boundary times closes to zero in , since then decays there. Using makes causality transparent.
For an explicit proof of uniform convergence, it is useful to apply boundary lifting before inversion. Set , , , and
The compatibility condition gives . The Fourier sine transform of satisfies , with initial value . The integrating factor therefore gives the equivalent representation
This last integral is absolutely and uniformly convergent for , under concrete sufficient hypotheses , decay of the boundary terms, and . Indeed, two integrations by parts give for . Another integration by parts, this time in , gives
Thus the initial term is uniformly and the forcing term uniformly . For , use and the bounded time integral. An integrable majorant proves the claimed uniform convergence and permits evaluation at both boundaries.
At , Fourier sine inversion gives . At , the integral vanishes, giving , including the compatible corner. To verify the equation, note that and the transformed equation implies
Adding the lifted part gives . Under the stated smoothness, this holds classically in the interior; differentiated spectral integrals can first be Gaussian-regularized, or read in the sine-transform sense and then identified with the smooth solution. Uniform convergence of itself does not require claiming uniform convergence of every differentiated integral at the corner.
The dimensions are , , , and . Under the stated model, are the only parameters determining the ascent time. If is dimensionless, then , , and , leaving one independent dimensionless variable. One convenient choice is
Thus dimensional analysis fixes the form, but Newton's second law must determine the function .
Take upward velocity as positive. Throughout ascent, Newton's second law with linear drag gives . An integrating factor or direct solution of this linear ordinary differential equation gives
The first zero of this velocity is the highest point, so
This vertical ascent under linear drag has for , since . The limit recovers the no-drag ascent time ; gives .
The drift makes the natural measure weighted. Let
Under homogeneous Neumann boundary conditions, the differential operator is self-adjoint in the weighted inner product . Indeed integration by parts gives
when the derivative boundary terms vanish. In particular its eigenvalues are nonpositive and it has the constant stationary eigenfunction. We first construct the weighted Neumann heat kernel with constant drift, then incorporate the two prescribed coordinate derivatives.
Put . The Robin gauge transform for constant drift, , turns into
These are coordinate-derivative Robin boundary conditions, with the same algebraic sign at both endpoints. The left condition for an oscillatory solution of wavenumber gives . The right condition then reduces to , giving . There is also a separate mode , , which must not be discarded by restricting to oscillatory . For , write : the endpoint determinant reduces to , leaving only that zero mode. At , the linear solution satisfies both endpoint conditions only if it vanishes, because . The complete Sturm-Liouville eigenfunction expansion therefore uses
Their squared norms in the weighted measure are
The cancellation of the weight against makes the latter formula an ordinary trigonometric integral. Define
For this kernel is smooth in the interior. It integrates initial values against , not against unweighted Lebesgue measure. It is symmetric in as a weighted kernel, even though the drift operator does not look symmetric in an unweighted inner product.
To determine the boundary forcing, set . Two applications of integration by parts leave
The minus sign at the left endpoint is the sign of the boundary evaluation ; the supplied is , not an outward normal derivative. Solving this linear differential equation by an integrating factor and recombining the modes gives the requested space-time integral representation:
This is the Neumann boundary-forcing formula. The zero mode also gives the useful consistency check
Ordinary unweighted mass instead obeys . Replacing the weighted measure by or deleting the constant mode would therefore give an incorrect solution.
There is a subtle point when checking nonzero derivative data: every homogeneous eigenfunction has zero endpoint derivative, but differentiating the boundary-forcing sum and its time integral term by term at an endpoint is not valid. The kernel is singular as , and the prescribed derivatives are interior limits of the full solution. An explicit Laplace transform form verifies those limits without this interchange and gives an alternative purely contour-integral version.
For , set using the principal square root, and define
Both solve , with , . Their weighted Wronskian is the nonzero constant
Hence the resolvent kernel for Neumann advection-diffusion on an interval is
The first derivative in has jump , giving in the sense of distributional derivatives. If and , an equivalent transformed solution is
In fact and , so and exactly. The inverse Bromwich contour integral of is an alternative final answer. Its poles at and reproduce the constant and decaying modes of , respectively; apparent square-root singularities in the normalized hyperbolic factors are removable. This also independently checks the kernel normalization and boundary signs.
As in question 1, the printed dot on denotes its spatial derivative: the two corner conditions are and . The initial eigenfunction expansion converges to in the weighted space and, for the stated smooth compatible data, has the appropriate classical initial and boundary limits. Differences of solutions with zero data satisfy , proving uniqueness in the usual regular solution class. In the limit , , , and the ordinary Neumann heat kernel on an interval and its boundary signs are recovered.
Use , , , and . Locally replace in the preceding annular viscous extension calculation by . Its leading pressure is
The axial liquid stress relative to ambient pressure, together with the two circumferential surface tension forces, transmits a cut force
It would be incorrect simply to differentiate this and retain an extra gas-pressure term. The sloping inner gas interface also exerts an axial pressure force per unit height, after subtracting the common ambient pressure contribution. For constant gas pressures these terms cancel. The resulting capillary tensile force of a hollow slender thread therefore gives
Thus the printed axial equation holds even for unequal constant gas pressures; their influence remains in the radial evolution.
For equal pressures, the kinematic boundary condition from the previous calculation becomes . Multiplying by the appropriate integrating factor gives
At closure , so and . Hence
The right side is positive for a genuine annulus. On the gravity-driven quadratic family from the previous part, grows linearly with height and this integral diverges logarithmically. It must then reach the finite positive threshold at a finite height. This explains the expected capillary closure of a falling hollow thread on that freely falling branch without requiring its full coupled profile.
There is a real boundary-data limitation to that expectation. Neither the printed nozzle speed nor the local equations alone guarantee finite closure for every imposed nozzle tension. To see this within the same leading model, define , so . For equal pressures and , both radii decrease and . If
then a bootstrap gives and : the maximum accumulated weight is smaller than the assumed tension margin. Consequently the closure integral, including its prefactor, is at most . If this is smaller than , closure never occurs at finite height. For example, in consistent units choose , , , , . Then , the weight bound is , and . Small makes the initial geometry slender. Thus finite closure is the expected freely falling branch behaviour, not a theorem following from nozzle speed alone. If there is no capillary closure by this mechanism.
The three distinguished limits are the outer expansion at , an intermediate asymptotic region at , and an inner expansion at . The middle scale resolves the coefficient change from to ; the narrower scale resolves the unmet left boundary condition. The original equation is understood on with a continuous extension to the boundary. As explained below, imposing a classical second derivative at would be too strong for this degenerate ordinary differential equation.
In the outer expansion, set . The leading equation is . Enforcing the right boundary condition gives . Because , the next equation is particularly simple:
An integrating factor, or the substitution , gives . Thus
The error statement is for bounded away from zero. The left limiting form is through the terms needed for matching. A logarithm in the correction makes a pure integer-power inner ansatz inadequate.
For the intermediate asymptotic region, put and . The transformed equation is
The leading is a constant fixed to by matching. There is no order- forcing, so that homogeneous constant is zero after matching. At order , , giving . Matching for with the outer expansion fixes . Hence
The switchback term is larger than an ordinary constant correction and must be retained. The highest derivative term first changes this middle solution at order , so it does not alter the displayed result.
To locate the inner expansion, compare the derivative terms for . Their ratio at a layer width is , so the square-root-degenerate endpoint layer has . Put and . After dividing by the common leading factor, the equation through order is
Both orders therefore have the same homogeneous operator . Its derivative mode is proportional to . Using and the supplied elementary integral, define
The intermediate asymptotic region gives the overlap value as . Therefore
It satisfies the left boundary condition exactly to the retained orders, and its large- limit matches the middle result in . The outer and middle limits match with . These three formulae include all terms through , including the logarithmic switchback; the omitted terms in the middle and inner regions need not be .
For a check on that last point, continue the middle equation by one order. Its term obeys
The integration constant is selected by the outer limit. Its value at is , so the inner matching amplitude has a next correction . This independently explains why an remainder is appropriate.
If a single additive composite expansion is useful, combine the three formulae and subtract their two common overlaps. Writing and interpreting at zero gives
It is zero at , gives at , and reproduces all three retained expansions. It does not assert an error uniformly through the nested regions.
Finally, near zero . Thus the solution has a finite nonzero first derivative but generally a second derivative diverging like . This is compatible with the equation for : the vanishing coefficient of multiplies that singular derivative to give a finite limit. If one instead required and the differential equation pointwise at , the left condition would force . The normalized equation's other coefficients have only integrable singularities, so uniqueness for the initial value problem with would give the zero solution, contradicting the right condition. Explicitly, write the normalized equation as a first-order system for with an integrable coefficient matrix; its integral equation and the Gronwall inequality force a solution with zero initial vector to vanish. The continuous-endpoint interpretation is therefore essential.
An integrating factor explains the second hint and the first-order inner calculation. For
multiplication by gives . The term already produces , and integrating the remaining terms twice gives , in terms of the Gaussian drift primitives. The homogeneous solutions are a constant and the error function. Hence
For the piecewise forcing in the inner problem, replaces and provides the continuously matched particular solution for . The coefficients and then account for the forcing.
Use a stationary, non-streaming tracer population with spherical symmetry in its full velocity distribution. In particular, the mean velocities vanish, the mixed covariances vanish, and the two tangential components have equal velocity dispersions. Write
Here is the variance of one tangential component. In the alternative convention using the sum of both tangential variances, the same velocity-anisotropy parameter is . These definitions agree; they must not be mixed by inserting an extra factor of two.
The time derivative and mean-velocity terms in the supplied Jeans equation vanish, as do its angular mixed-moment terms. Its remaining geometric term is . Thus the Spherical Jeans equation becomes
The no-streaming assumption excludes a steady radial flow; stationarity of the density alone would not remove its advective terms.
By the shell theorem, the gravitational potential of a spherical mass distribution satisfies . Expanding the derivative above, dividing by , and using logarithmic derivatives gives
The tracer density need not be the density of the gravitating matter. The circular speed is , whether or not the tracers themselves follow circular orbits.
Now let be constant, , and . With , the Spherical Jeans equation reads
For a power-law ansatz , , so . Therefore the scale-free spherical Jeans solution is
The positivity condition is necessary for this particular solution to be a physical velocity dispersion.
There is a boundary condition implicit in selecting this solution. The integrating factor gives, when ,
The homogeneous term represents an additional radial-pressure boundary contribution. It is removed, for example, by requiring at infinity. Under that condition,
and convergence requires , giving the boxed result. If , the solution instead has the logarithmic form
so the quoted constant proportionality does not apply. A finite outer boundary can retain a homogeneous term even when .
To derive the heliocentric projection of a spherical velocity dispersion, put the Sun at vector of length , and a tracer at . Its heliocentric line of sight is
If is the angle between and the Galactocentric radial direction, then
After correction for the Sun's motion, the intrinsic covariance matrix has eigenvalues in the local spherical basis. Projection onto the line of sight therefore gives
At fixed , and are constant across the spherical shell. Averaging its squared line of sight velocity, with zero mean, gives
For a uniformly sampled Galactocentric shell, the solid angle measure makes uniform on , giving the geometric correction for heliocentric velocity dispersion
To evaluate it, set and , and divide the integrand:
The odd term integrates to zero, while . For , , and , this gives
The removable limit at is . As , , while as , . If , and the observed velocity dispersion is exactly radial. For isotropic velocities, , the correction vanishes at every radius.
The averaging measure matters. If directions are instead uniform in heliocentric solid angle at a fixed Galactocentric radius , let be the angle between the line of sight and . Geometry gives , so that particular weighting gives exactly. The logarithmic expression above uses uniform tracer weighting on a Galactocentric shell. For an observational sample, use its actual angular selection weights in ; the boxed dispersion relation remains valid.
Invert the equation and regard as a function of :
This is a first-order linear differential equation. Multiplication by the integrating factor gives
so . The initial condition at gives . Hence and
The first and third equations form a constant-coefficient linear system of differential equations
The eigenvectors and have eigenvalues and . Applying the initial data gives
The remaining equation becomes
An integrating factor, or the usual exponential and trigonometric particular solutions, gives
These values satisfy all three initial conditions.
The Laplace transform of a function on is
for values of for which the integral converges. Integration by parts gives the Laplace transform of a derivative
Write . Transforming the first two equations and using the initial data gives
The third equation then gives
and hence
A partial fraction decomposition therefore yields the sequential radioactive decay formula
Now let and put . The transformed contribution originating from the initial population becomes
Equivalently, solve the middle equation first to obtain
and use an integrating factor in the final equation:
Evaluating the elementary integral gives
At the moving boundary,
Substitution into the result of part (b) gives the Rayleigh collapse equation
Treat as a function of , so that . With , the equation becomes
Multiplication by the integrating factor after division by gives
Using ,
The collapsing branch has negative radial velocity, so
The closed-box model of galactic chemical evolution assumes a fixed total baryonic mass, no gas inflow or outflow, instantaneous and homogeneous mixing, a constant stellar yield, a fixed initial mass function, and usually the instantaneous recycling approximation. It predicts for gas fraction , but real galaxies violate these assumptions.
Evidence for galactic outflows includes blueshifted absorption, broad or split emission lines, extraplanar ionized and molecular gas, X-ray bubbles, and metal-enriched circumgalactic material. The low baryon fractions and low effective yields of dwarf galaxies, together with the galaxy mass--metallicity relation, provide indirect evidence for preferential gas and metal loss. Sustained star formation for longer than a closed reservoir's depletion time, low-metallicity high-velocity clouds, metallicity dilution during starbursts, the G-dwarf problem, and circumgalactic or intergalactic accretion signatures imply continuing galactic gas inflow.
Let be the inflow rate, let the outflow rate be , and let be the promptly returned fraction. The total baryonic, gas, and metal masses obey
The first metal term is newly synthesized material; the second locks existing metals into long-lived stars and removes them in an ambient-composition wind. Expanding the final derivative and substituting cancels those common terms, leaving
The observed Kennicutt–Schmidt law relates star-formation and gas surface densities approximately by , with a nearly linear relation to molecular gas over many resolved regimes. For the simple integrated model requested here, take a constant depletion coefficient so that
Then, with ,
The integrating factor gives, for ,
At resonance, , the continuous limit is
The first term is depletion of the initial reservoir; the second is gas supplied by the exponentially declining inflow and subsequently consumed or expelled.
Along the unperturbed photon path, combine the temperature and gravitational-redshift terms and use :
The integrating factor is , and . Neglecting the exponentially hidden initial boundary term gives the Cosmic microwave background line-of-sight solution
For instantaneous recombination, , and the observer potential contributes only an unobservable monopole. Therefore
The first two terms form the ordinary Sachs-Wolfe effect, the velocity term is the Doppler CMB anisotropy at last scattering, and the integral is the Integrated Sachs-Wolfe effect produced by evolving potentials.
Assume the condition in part (ii), so . Substituting the wavevector solution into the vertical ray equation gives the linear ordinary differential equation
where
The integrating factor gives
The bracket is strictly positive, so at every finite time. Moreover,
so the improper integral converges to a finite positive value. It follows that
for some . The packet therefore approaches asymptotically and never reaches it at finite time. This is the vertical trapping of an internal gravity wave by planar strain.
Let
The integrating factor identity gives
If are distinct solutions, their difference is a nonzero homogeneous solution, so every solution is
The coefficient matrix has eigenvector with eigenvalue and eigenvector with eigenvalue . Write
Since
and , the system diagonalises to
Using an integrating factor gives
The unique fastest term is therefore
Consequently diverges for , tends to zero for , and for tends to the finite nonzero vector
Thus the only requested integer is
This is an instance of dominant eigenmode in a forced linear system.