Is My Model Good Enough? Best Practices for Verification and Validation of Musculoskeletal Models and Simulations of Movement
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Abstract
Computational modeling and simulation of neuromusculoskeletal (NMS) systems enables researchers and clinicians to study the complex dynamics underlying human and animal movement. NMS models use equations derived from physical laws and biology to help solve challenging real-world problems, from designing prosthetics that maximize running speed to developing exoskeletal devices that enable walking after a stroke. NMS modeling and simulation has proliferated in the biomechanics research community over the past 25 years, but the lack of verification and validation standards remains a major barrier to wider adoption and impact. The goal of this paper is to establish practical guidelines for verification and…
Citation impact
750
total citations
- FWCI
- 16.35
- Percentile
- 100%
- References
- 152
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5Topics & keywords
Topics
Keywords
- Computer science
- Verification and validation of computer simulation models
- Verification and validation
- Robustness (evolution)
- Credibility
- Documentation
- Model validation
- Modeling and simulation
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