182 research outputs found
Efficient Monte Carlo methods for simulating diffusion-reaction processes in complex systems
We briefly review the principles, mathematical bases, numerical shortcuts and
applications of fast random walk (FRW) algorithms. This Monte Carlo technique
allows one to simulate individual trajectories of diffusing particles in order
to study various probabilistic characteristics (harmonic measure, first
passage/exit time distribution, reaction rates, search times and strategies,
etc.) and to solve the related partial differential equations. The adaptive
character and flexibility of FRWs make them particularly efficient for
simulating diffusive processes in porous, multiscale, heterogeneous, disordered
or irregularly-shaped media
Diffusion MRI/NMR at high gradients: challenges and perspectives
International audienceWe discuss some challenges and recent advances in understanding the macroscopic signal formation at high non-narrow magnetic field gradients at which both the narrow pulse and the Gaussian phase approximations fail. The transverse magnetization and the resulting signal are fully determined by the spectral properties of the non-selfadjoint Bloch-Torrey operator which incorporates the microstructure of a sample through boundary conditions. Since the spectrum of this operator is known to be discrete for isolated pores, the signal can be decomposed onto the eigenmodes of the operator that yields the stretched-exponential decay at high gradients and long times. Moreover, the eigenmodes are localized near specific boundary points that makes the signal more sensitive to the boundaries and thus opens new ways of probing the microstructure. We argue that this behavior is much more general than earlier believed, and should also be valid for unbounded and multi-compartmental domains. In particular, the signal from the extracellular space is not Gaussian at high gradients, in contrast to the common assumption of standard fitting models
Short time heat diffusion in compact domains with discontinuous transmission boundary conditions
We consider a heat problem with discontinuous diffusion coefficientsand
discontinuous transmission boundary conditions with a resistancecoefficient.
For all compact -domains with a
-set boundary (for instance, aself-similar fractal), we find the first term
of the small-timeasymptotic expansion of the heat content in the complement
of, and also the second-order term in the case of a regularboundary.
The asymptotic expansion is different for the cases offinite and infinite
resistance of the boundary. The derived formulasrelate the heat content to the
volume of the interior Minkowskisausage and present a mathematical
justification to the de Gennes'approach. The accuracy of the analytical results
is illustrated bysolving the heat problem on prefractal domains by a finite
elementsmethod
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