A comparison of some model order reduction methods for fast simulation of soft tissue response using the point collocation-based method of finite spheres

Autor: BaniHani, Suleiman, De, Suvranu
Zdroj: Engineering with Computers; 20240101, Issue: Preprints p1-11, 11p
Abstrakt: Abstract: In this paper we develop the point collocation-based method of finite spheres (PCMFS) to simulate the viscoelastic response of soft biological tissues and evaluate the effectiveness of model order reduction methods such as modal truncation (MT), Hankel optimal model and truncated balanced realization (TBR) techniques for PCMFS. The PCMFS is a physics-based meshfree numerical technique for real time simulation of surgical procedures. Since computational speed has a significant role in simulation of surgical procedures, model order reduction methods have been compared for relative gains in efficiency and computational accuracy. Of these methods, TBR results in the highest accuracy with an average error which is within 3.37% of the full model while MT results in the highest efficiency with a computational cost reduction of 54.2% compared to the full model.
Databáze: Supplemental Index
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