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eess.SP2021★ 1 cited
PySensors: A Python Package for Sparse Sensor Placement
Brian M. de Silva, Krithika Manohar, Emily Clark +3
PySensors is a Python package for selecting and placing a sparse set of sensors for classification and reconstruction tasks. Specifically, PySensors implements algorithms for data-…
eess.SP2020
Multi-fidelity sensor selection: Greedy algorithms to place cheap and expensive sensors with cost constraints
Emily Clark, Steven L. Brunton, J. Nathan Kutz
We develop greedy algorithms to approximate the optimal solution to the multi-fidelity sensor selection problem, which is a cost constrained optimization problem prescribing the pl…