Blog Digital Twins: Where Data, Mathematics, Models, and Decisions Collide Prof. Karen Willcox and I authored a piece for SIAM News about our perspectives and recent work on digital twins. Here is a short excerpt from the article: "The early successes of
Publications A Probabilistic Graphical Model Foundation for Enabling Predictive Digital Twins at Scale We have proposed a unifying mathematical foundation for digital twins, with the goal of moving from the one-off digital twin to accessible and robust digital twin implementations at scale.
Presentations A Hardware Testbed for Dynamic Data-Driven Aerospace Digital Twins (DDDAS/InfoSymbiotics 2020) This week (October 2-4, 2020), I attended the third international conference on Dynamic Data-driven Application Systems (DDDAS). Recorded presentations and abstracts can be found on the conference website, while papers can be found
Publications Toward a Self-Aware UAV: Predictive digital twins via reduced-order models and interpretable machine learning This post introduces my PhD work developing a predictive digital twin of an unmanned aerial vehicle (UAV). I presented this work at the AIAA Scitech conference in January 2020, where our paper was
Presentations Toward a Self-Aware Aircraft: Data-Driven Decisions, Adaptive Reduced Models, and Digital Twins (USNCCM 2019 Presentation) This week (July 28 - August 1, 2019) I attended the 15th US National Congress on Computational Mechanics (USNCCM) in Austin, TX. I was pleased to be invited to present a talk entitled
