Freezing coefficients locally in the Keplerian viscous diffusion equation gives . A radial Fourier mode grows at rate . Negative response reverses ordinary smoothing and gives a backward heat equation, within the wavelength range where the thin disc transport closure applies.
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 33 1 c Solution Created 2026-10-03 Updated 2026-10-14
Here and , so the formula in part (b) givesIf vanishes on , this integral is zero. Conversely suppose for all almost surely. Its integrand is continuous along each path; the fundamental theorem of calculus implies for all on that event. For any fixed , the normal distribution of has a strictly positive density at every real point. Since is continuous, a nonzero value at any spatial point would give a nonzero value on an open interval of positive Brownian probability, a contradiction. Thus for every and every positive . Continuity extends this to .
Consequently the exact condition isThese are space-time harmonic functions along Brownian motion, satisfying the backward heat equation. The second coordinate never takes negative values, so no equation is imposed for , beyond compatibility with the assumed global regularity. The normalized finite-variation term is unique by part (a), so it cannot be removed by choosing a different decomposition.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 29 4 b Solution Created 2026-10-03 Updated 2026-10-14
For and , the definition of the Radon-Nikodym derivative givesThe density is nonnegative and integrable; with the probability normalization used here its expectation is one. Henceso is a martingale. When , the Itô formula under Wiener measure givesThe first term is a continuous local martingale, by localization on compact space-time sets. Since is a martingale, uniqueness of the continuous semimartingale decomposition makes identically. The integrand is continuous in time along every continuous path, so for every , outside one common null event.
For each fixed , has a Gaussian distribution with strictly positive density everywhere on . Since is continuous, almost surely implies for every real . ThereforeIf the stated smoothness includes time zero, continuity extends the equation there. This is the backward heat equation. The full-support argument is needed to pass from an identity along Brownian paths to an equation at every spatial point.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 54 1 d Solution Created 2026-10-03 Updated 2026-10-07
For , the response is . A nonaccreting background has , while , soConsequently . On this steady background, introduce the square-root-radius diffusion transformSince is constant and , the linear equation becomesThus , and the required choice isFor a Fourier mode , . Positive kinematic viscosity makes have the sign of , so gives growing modes whose rate increases with . The formal equation is a backward heat equation and predicts arbitrarily rapid small-scale amplification. Physically the thin disc diffusion closure applies only to wavelengths sufficiently larger than the thickness and stress-relaxation scales; this formal limit identifies the need for a cutoff, rather than a finite fastest wavelength absent from the model. The boundary case has vanishing linear transport response.
Viscous instability of an accretion disk Created 2026-09-28 Updated 2026-10-07
The negative-diffusion criterion for viscous disk instability is . A surface density enhancement then transports angular momentum less effectively and grows. Freezing the Keplerian viscous diffusion equation locally gives growth proportional to the square of radial wavenumber, within the thin-disc transport range; wavelengths must still be sufficiently long compared with the disk scale height for that closure. The formal short-wave limit is a backward heat equation.