Articles with "model hierarchy" as a keyword



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Goal‐oriented adaptivity based on a model hierarchy of mean‐field and full‐field homogenization methods in linear elasticity

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Published in 2019 at "International Journal for Numerical Methods in Engineering"

DOI: 10.1002/nme.6209

Abstract: Homogenization methods are drawing increasing attention for simulation of heterogeneous materials like composites. For balancing the accuracy and the numerical efficiency of such strategies, we deal with both model and discretization errors of the finite… read more here.

Keywords: field; homogenization methods; model hierarchy; homogenization ... See more keywords
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Model Hierarchy Predictive Control of Robotic Systems

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Published in 2021 at "IEEE Robotics and Automation Letters"

DOI: 10.1109/lra.2021.3061322

Abstract: This letter presents a new predictive control architecture for high-dimensional robotic systems. As opposed to a conventional Model Predictive Control (MPC) approach to locomotion that formulates a hierarchical sequence of optimization problems, the proposed work… read more here.

Keywords: model hierarchy; robotic systems; control; predictive control ... See more keywords