TY - GEN
T1 - An efficient finite element solution of the generalised Bloch-Torrey equation for arbitrary domains
AU - Beltrachini, Leandro
AU - Taylor, Zeike A.
AU - Frangi, Alejandro F.
N1 - Funding Information:
The work has been supported by the European Commission FP7 project VPH-DARE@IT (FP7-ICT-2011-9-601055) and the project OCEAN (EP/M006328/1) funded by the EPSRC.
Publisher Copyright:
© Springer International Publishing Switzerland 2016.
PY - 2016
Y1 - 2016
N2 - Nuclear magnetic resonance (NMR) is an invaluable tool for investigating porous media. Its use allows to study pore size distributions, fiber tortuosity, and permeability as a function of the relaxation time, diffusivity, and flow. This information was shown to be important in many applications, such as medical diagnosis and materials science. A complete NMR analysis involves the solution of the Bloch-Torrey (BT) equation. However, solving this equation analytically becomes intractable for all but the simplest geometries. We present an efficient numerical framework for solving the generalised BT equation. This method allows to obtain computational simulations of the NMR experiment in arbitrarily complex domains. In addition to the standard BT equation, the generalised BT formulation takes into account the flow and relaxation terms, allowing a better representation of the phenomena under scope. This framework is flexible enough to deal parametrically with any order of convergence in the spatial domain. Moreover, we developed a second-order implicit scheme for the temporal discretisation with similar computational demands as the existing explicit methods. This represents a huge step forward for obtaining reliable results with few iterations. Comparisons with analytical solutions and real data show the flexibility and accuracy of the proposed method.
AB - Nuclear magnetic resonance (NMR) is an invaluable tool for investigating porous media. Its use allows to study pore size distributions, fiber tortuosity, and permeability as a function of the relaxation time, diffusivity, and flow. This information was shown to be important in many applications, such as medical diagnosis and materials science. A complete NMR analysis involves the solution of the Bloch-Torrey (BT) equation. However, solving this equation analytically becomes intractable for all but the simplest geometries. We present an efficient numerical framework for solving the generalised BT equation. This method allows to obtain computational simulations of the NMR experiment in arbitrarily complex domains. In addition to the standard BT equation, the generalised BT formulation takes into account the flow and relaxation terms, allowing a better representation of the phenomena under scope. This framework is flexible enough to deal parametrically with any order of convergence in the spatial domain. Moreover, we developed a second-order implicit scheme for the temporal discretisation with similar computational demands as the existing explicit methods. This represents a huge step forward for obtaining reliable results with few iterations. Comparisons with analytical solutions and real data show the flexibility and accuracy of the proposed method.
UR - http://www.scopus.com/inward/record.url?scp=84964048350&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-28588-7_1
DO - 10.1007/978-3-319-28588-7_1
M3 - Conference contribution
AN - SCOPUS:84964048350
SN - 9783319285863
T3 - Mathematics and Visualization
SP - 3
EP - 14
BT - Computational Diffusion MRI - MICCAI Workshop, 2015
A2 - Rathi, Yogesh
A2 - Fuster, Andrea
A2 - Ghosh, Aurobrata
A2 - Kaden, Enrico
A2 - Reisert, Marco
PB - Springer Nature
T2 - Workshop on Computational Diffusion MRI, MICCAI 2015
Y2 - 9 October 2015 through 9 October 2015
ER -