Constant-birth pair-annihilation process Created 2026-09-24 Updated 2026-11-05
A count-valued Markov jump process with constant single-particle births and pair annihilation must preserve . Choose the rates
The second rate vanishes at , where there is no pair to remove; the factor for unordered pairs has been absorbed into .
In the Kramers-Moyal expansion, the first two coefficients are the rate-weighted first and second jump moments:
Here is the noise variance per unit time in the local diffusion approximation. The positive drift root is
This is the stable fixed point of the drift equation, rather than an exact formula for the mean of the stochastic population.
For , fluctuations far from the count boundary are approximately an Ornstein-Uhlenbeck process. Its stationary variance is
At leading large-count order one may replace by and by , recovering the simpler approximation. A rate proportional to used literally at would allow a negative population, so that replacement is an interior asymptotic approximation rather than the exact count model.
M. S. Patterson 2026-11-05
M. S. Patterson coauthored the 1989 time-resolved tissue-optics study with Britton Chance and B. C. Wilson. It used picosecond light pulses and a diffusion approximation to infer optical properties from the time dependence of transmitted or backscattered light, comparing the model with preliminary measurements and Monte Carlo simulations.[ref]
The measurement separates effects that an overall brightness reading can mix together. Repeated light scattering lengthens photon paths and broadens the arrival-time distribution, while absorption suppresses photons along those paths. A pulsed source, a sample and a time-sensitive detector therefore provide more information than a single steady illumination measurement. Inferring coefficients still depends on the geometry and the validity of the transport approximation; pulse timing does not remove the need for a physical model.
One-group neutron diffusion equation Created 2026-10-20 Updated 2026-11-05
A diffusion approximation for a scalar neutron flux, with one prescribed energy group. Its terms balance current loss, absorption, nuclear fission production and a source. A solution also requires appropriate boundary conditions.
One energy group and a nearly isotropic local neutron distribution are the main approximations. The one-group neutron diffusion equation replaces the full energy-dependent transport problem by one scalar neutron flux and averaged coefficients. A single group cannot resolve spectral changes, resonance absorption or differences between rapidly moving and thermal neutrons; its effective parameters depend on the spectrum used for averaging.
The diffusion approximation also replaces angular transport by a current proportional to the negative neutron flux gradient. It works best where repeated scattering makes the angular distribution nearly isotropic over distances comparable to the field's variation length. It is less reliable close to a sharply localized source, a vacuum boundary, a strong absorber or an abrupt material interface, and in weakly scattering regions. Approximate boundary extrapolation does not restore the lost angular information.
Thus an apparently smooth solution of the one-group neutron diffusion equation need not accurately represent a transport field outside the assumptions that produced its coefficients and boundary conditions.
The one-group particle balance with a prescribed external volume source can be written
Here is scalar neutron flux, is the neutron diffusion coefficient, and are macroscopic cross sections. The terms describe accumulation, current divergence, absorption, nuclear fission production and external input.
For a steady state, set ; source-free means . In a homogeneous medium is spatially constant, so substitution gives
The supplied notation defines as the effective production per absorption, . Therefore
This identification uses the absorption accounting for the homogeneous model; a fuel-only reproduction factor with other absorbers excluded would not automatically equal this . The derivation assumes one prescribed energy group, constant effective coefficients and the diffusion approximation; all neutron production included here is represented by the steady nuclear fission term.
For the prescribed homogeneous one-group model, number balance is
Use steady state, , and the diffusion approximation . A spatially constant gives
For a spherically symmetric scalar field,
Dividing by reproduces the requested radial equation. The assumptions are a steady source, spherical symmetry, homogeneous effective coefficients, a single energy-group description and a diffusion closure. In particular, replacing the general production term by the supplied is a model assumption, not a general identity for heterogeneous reactor materials.