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Optical Coherence Tomography Based Biomechanical Fluid-Structure Interaction Analysis of Coronary Atherosclerosis Progression
Published on: January 15, 2022
A field-split preconditioning technique for fluid-structure interaction problems with applications in biomechanics
Sara Calandrini1, Eugenio Aulisa2, Guoyi Ke3
1Department of Scientific Computing, Florida State University, Tallahassee, Florida.
A new field-split (FS) preconditioner enhances Krylov subspace algorithms for fluid-structure interaction (FSI) problems. This method, using geometric multigrid (GMG) and additive Schwarz (AS), shows promise for biomedical applications.
Area of Science:
- Computational fluid dynamics
- Biomedical engineering
- Numerical analysis
Background:
- Fluid-structure interaction (FSI) simulations are crucial for understanding complex biomechanical systems.
- Solving large, linearized FSI systems efficiently is computationally demanding.
- Existing preconditioning techniques may not fully capture the coupled physics in FSI.
Purpose of the Study:
- To introduce a novel field-split (FS) preconditioning technique for Krylov subspace solvers applied to FSI problems.
- To evaluate the effectiveness of the proposed FS preconditioner in biomedical FSI simulations.
- To compare the performance of the FS preconditioner against a standard domain decomposition method.
Main Methods:
- Development of a novel FS preconditioner utilizing physical variables for block splitting.
- Integration of the FS preconditioner with a geometric multigrid (GMG) outer solver.
- Application of an additive Schwarz (AS) block strategy to solve subsystems within the FS preconditioner.
- Testing on 2D and 3D finite element discretizations of biomedical FSI problems (aneurysm, venous valve).
Main Results:
- The proposed FS preconditioner demonstrates effective performance in solving FSI linearized systems.
- Simulations involving aneurysm and venous valve geometries show the applicability of the method.
- Comparative analysis indicates competitive or superior performance against pure domain decomposition preconditioners.
Conclusions:
- The novel FS preconditioner is a viable and efficient technique for tackling complex FSI problems in biomedical engineering.
- The combination of GMG and FS preconditioning offers a robust approach for FSI simulations.
- Further research can explore extensions of this technique to other coupled physics problems.
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