Lifecycle Engineering Model-Based Analysis System#

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lembas is an experimental framework for reproducible, versioned, and full-lifecycle analysis model management. It has its roots in traditional engineering domains, which requires many types of analysis, including physics-based simulation and data-driven methods. The aim is to identify, by building a prototype, the appropriate APIs which make the scientific and data-science Python ecosystem most accessible to Subject-Matter Experts (SMEs) in Engineering domains. By enabling seamless intercommunication between domains, and proper version management of analysis models, truly interdisciplinary system design and assessment become possible.