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Digital Twin Platform Powers New Mexico to Carbon Neutral Future

Oct. 13, 2020 — New Mexico is launching a new ‘smart infrastructure’ and carbon-neutral energy era on a grand scale, after its 2019 Energy Transition Act (ETA) positioned the US state as a global leader to fight Climate Change. Its ambition will be enabled by partnership between The Agile Fractal Grid (AFG), developing a new integrated power […]

Predictive Data Science for Physical Systems: From Model Reduction to Scientific Machine Learning

Karen Willcox from the University of Texas gave this Invited Talk at SC19. “This talk highlights how physics-based models and data together unlock predictive modeling approaches through two examples: first, building a Digital Twin for structural health monitoring of an unmanned aerial vehicle, and second, learning low-dimensional models to speed up computational simulations for design of next-generation rocket engines.”