Deakin University
Browse
- No file added yet -

SPINET: a parallel computing approach to spine simulations

Download (1.98 MB)
Version 2 2024-06-05, 01:58
Version 1 2019-07-22, 09:41
journal contribution
posted on 2024-06-05, 01:58 authored by PG Kropf, EFA Lederer, T Steffen, K Guggisberg, Jean-Guy SchneiderJean-Guy Schneider, P Schwab
Research in scientific programming enables us to realize more and more complex applications, and on the other hand, application-driven demands on computing methods and power are continuously growing. Therefore, interdisciplinary approaches become more widely used. The interdisciplinary SPINET project presented in this article applies modern scientific computing tools to biomechanical simulations: parallel computing and symbolic and modern functional programming. The target application is the human spine. Simulations of the spine help us to investigate and better understand the mechanisms of back pain and spinal injury. Two approaches have been used: the first uses the finite element method for high-performance simulations of static biomechanical models, and the second generates a simulation development tool for experimenting with different dynamic models. A finite element program for static analysis has been parallelized for the MUSIC machine. To solve the sparse system of linear equations, a conjugate gradient solver (iterative method) and a frontal solver (direct method) have been implemented. The preprocessor required for the frontal solver is written in the modern functional programming language SML, the solver itself in C, thus exploiting the characteristic advantages of both functional and imperative prog ramming. The speedup analysis of both solvers show very satisfactory results for this irregular problem. A mixed symbolic-numeric environment for rigid body system simulations is presented. It automatically generates C code from a problem specification expressed by the Lagrange formalism using Maple.

History

Journal

Scientific programming

Volume

5

Pagination

15-24

Location

Cairo, Egypt

Open access

  • Yes

ISSN

1058-9244

Language

eng

Publication classification

C1.1 Refereed article in a scholarly journal

Copyright notice

1996, Hindawi Publishing Corporation

Issue

1

Publisher

Hindawi Publishing Corporation

Usage metrics

    Research Publications

    Categories

    No categories selected

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC