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Learn how to leverage Julia's advanced compiler technology for model-based engineering workflows in this conference talk from JuliaCon Global 2025. Explore the limitations of traditional model-based engineering approaches that rely on expensive code-generation tools and restrictive high-level modeling languages, then discover how recent developments in Julia's compiler enable direct compilation and deployment to target systems without C-code generation. Understand the challenges faced by conventional MBE workflows, including financial barriers, expressiveness restrictions, and difficulties integrating existing libraries or cutting-edge algorithms. Examine how Julia's native code generation pipeline eliminates these traditional restrictions while providing access to Julia's rich ecosystem of libraries. Follow practical demonstrations showing the design of equation-based models using the ModelingToolkit framework, implementation of nonlinear state estimators, and real-time deployment on Raspberry Pi hardware. See how to convert Julia packages, such as PID controller implementations, into C-callable shared libraries for embedded system integration. Gain insights into how these advancements position Julia as a competitive alternative to expensive commercial solutions while maintaining the flexibility and power needed for modern engineering applications.
