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Verification, validation and sensitivity studies in computational biomechanics.

Andrew E Anderson1, Benjamin J Ellis, Jeffrey A Weiss

  • 1Department of Bioengineering, Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT 84112, USA.

Computer Methods in Biomechanics and Biomedical Engineering
|June 15, 2007
PubMed
Summary

Computational biomechanics models require rigorous verification and validation (V&V) for reliable predictions. This review guides the application of V&V principles to enhance the credibility and acceptance of computational modeling in biological mechanics research.

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Area of Science:

  • Mechanics
  • Computational Biology
  • Biotechnology

Background:

  • Computational techniques have advanced from engineering to biomechanics, enabling complex models of biological systems.
  • Despite research progress, computational biomechanics models face criticism due to insufficient verification and validation (V&V).

Purpose of the Study:

  • To present the concepts of verification, validation, and sensitivity studies for computational biomechanics models.
  • To provide guidance on applying V&V principles to improve model reliability and peer acceptance.

Main Methods:

  • Review of verification and validation concepts in computational mechanics.
  • Discussion of specific examples within computational biomechanics.

Main Results:

  • Highlights the critical need for V&V in computational biomechanics.
  • Illustrates V&V application with biomechanics examples.

Conclusions:

  • Adherence to V&V principles is essential for robust computational biomechanics.
  • This review aims to improve the trustworthiness and acceptance of computational modeling in the field.