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R. Bernsteiner

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Open access Sep 2026

ML-Enhanced Simulation for Industry 4.0: Integrating Heterogeneous Systems via Communication Infrastructure

A virtual-prototyping architecture developed and tested, linking a discrete-event simulation tool with external machine learning models through industrial communication protocols, constitutes a transferable pedagogical pattern for systems engineering curricula, capstone projects, and competency-based training.

Elisabeth Hoecker, R. Bernsteiner, C. Ploder et al. · 0 citations

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