Nonlinear finite element model updating for damage identification of civil structures using batch Bayesian estimation
Sign Up to like & getrecommendations! Published in 2017 at "Mechanical Systems and Signal Processing"
DOI: 10.1016/j.ymssp.2016.02.002
Abstract: Abstract This paper presents a framework for structural health monitoring (SHM) and damage identification of civil structures. This framework integrates advanced mechanics-based nonlinear finite element (FE) modeling and analysis techniques with a batch Bayesian estimation… read more here.
Keywords: estimation; model parameters; batch bayesian; response ... See more keywords
Improving Robotic Cooking Using Batch Bayesian Optimization
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DOI: 10.1109/lra.2020.2965418
Abstract: With advances in the field of robotic manipulation, sensing and machine learning, robotic chefs are expected to become prevalent in our kitchens and restaurants. Robotic chefs are envisioned to replicate human skills in order to… read more here.
Keywords: optimization; using batch; cooking; batch bayesian ... See more keywords
Batch Bayesian optimization design for optimizing a neurostimulator.
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DOI: 10.1111/biom.13313
Abstract: Recently, spinal epidural neurostimulation is being considered for rehabilitation of persons suffering from partial spinal cord injury. The neurostimulator must be programmed by a neurosurgeon, yet little work has been done to develop rigorous methods… read more here.
Keywords: optimization design; bayesian optimization; design optimizing; neurostimulator ... See more keywords