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Learn how to build a prototype to production pipeline using Julia for industrial digital twin solutions in this conference talk from JuliaCon Global 2025. Discover how to combine engineering simulations with operational sensor data using AI/ML techniques, moving beyond traditional frameworks like TensorFlow and PyTorch that rely on Python. Explore the implementation of Julia-based solutions that deliver both rapid prototyping capabilities and production-level speed and performance. Examine the practical application of this pipeline within the Ansys TwinAI product, understanding how Julia addresses the unique challenges of industrial digital twin development where engineering and operational data must be seamlessly integrated for effective AI/ML workflows.
