A perturbation basis for calculating NMR Diffusometry
Matias Nordin

TL;DR
This paper introduces an approximate method using a perturbation basis to solve the Bloch-Torrey equation for NMR diffusometry in porous media, enabling efficient and accurate analysis of spin magnetization.
Contribution
It presents a novel perturbation basis approach that simplifies solving the eigenvalue problem in porous media for NMR diffusometry, with scalable computational efficiency.
Findings
Approximate solutions are orthogonal in low-frequency Fourier space.
Error scales with N^{-2} relative to eigenvalues.
Computations scale quadratically with basis size using fast multipole methods.
Abstract
An approximative method for solving the Bloch-Torrey equation in general porous media is presented. The method expand the boundaries defining the porous media using electrostatic charges. As a result the eigenvalue problem of the Laplace operator in a confined geometry can approximately solved. Importantly the approximative solution is orthogonal in the low-frequent region of Fourier space. This gives a natural approach for studying spin magnetization in presence of magnetic fields. The error in the approximation scales with N^{-2} times the magnitude of each eigenvalue, where N is the size of the expansion matrix. From a computational point of view, the calculations scale quadratically with the number of basis functions using fast multipole methods.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsNMR spectroscopy and applications · Advanced NMR Techniques and Applications · Advanced Neuroimaging Techniques and Applications
