output
20112026
most citedReal-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks

96 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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eess.SY2025★ 15 cited

Uncertainty-Aware Digital Twins: Robust Model Predictive Control using Time-Series Deep Quantile Learning

Yi-Ping Chen, Ying-Kuan Tsai, Vispi Karkaria +1

Digital Twins, virtual replicas of physical systems that enable real-time monitoring, model updates, predictions, and decision-making, present novel avenues for proactive control s…

cs.LG2025★ 96 cited

Real-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks

Yi-Ping Chen, Vispi Karkaria, Ying-Kuan Tsai +5

Digital Twin -- a virtual replica of a physical system enabling real-time monitoring, model updating, prediction, and decision-making -- combined with recent advances in machine le…