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Formal Methods for Establishing Simulation Interoperability for Military Health System Applications.
Nichole K Davis1, Ryan Byrne2, Raj K Gupta3
1Mechanical and Reliability Engineering, The MITRE Corporation, Bedford, MA 01730, USA.
Formal methods ensure trusted simulation interoperability within the Military Health System (MHS). Three methods—semiotics, co-simulation, and model theory—harmonize M&S data and models for enhanced patient outcomes.
Area of Science:
- Computational biology and health informatics
- Systems engineering and simulation
- Formal methods and mathematical modeling
Background:
- Information technology advancements enable "systems of systems" approaches in the Military Health System (MHS) to improve patient outcomes.
- Leveraging successful interoperability solutions within the military is crucial for developing trusted simulation compositions.
- Modeling and Simulation (M&S) applications within MHS benefit from these interoperability practices.
Purpose of the Study:
- To propose three formal methods for harmonizing models and aligning M&S data for MHS simulation interoperability.
- To ensure unambiguous communication of interoperability approaches across the MHS community.
- To address the complexities of computational human body modeling in biomedical research.
Main Methods:
- Applying semiotics to align and transform data across simulations using principles of syntax and semantics.
- Utilizing concepts of well-specified co-simulations, including techniques, tools, and algorithms for component composition and synchronization.
- Employing model theory to codify expert knowledge, ensuring conceptual alignment within simulation compositions.
Main Results:
- Examination of formal methods using a notional example of blast injury.
- Demonstration of data alignment and transformation across simulations via semiotics.
- Illustration of component composition and synchronization using co-simulation concepts.
- Codification of expert knowledge for conceptual alignment through model theory.
Conclusions:
- Biomedical research requires cross-disciplinary tools to manage the complexity of computational human body modeling.
- Formal methods are essential for resolving differences in theories, methods, and tools in research.
- This work aligns with the broader context of digital engineering for military systems engineering.
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