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Variational Gaussian process for optimal sensor placement.

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Publication:2662468
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DOI10.21136/AM.2021.0307-19MaRDI QIDQ2662468

Miguel Molina-Solana, Laetitia Mottet, Carolanne Vouriot, Rossella Arcucci, Gabor Tajnafoi, Christopher C. Pain, Yi Ke Guo

Publication date: 13 April 2021

Published in: Applications of Mathematics (Search for Journal in Brave)


zbMATH Keywords

mutual informationsensor placementvariational Gaussian process


Mathematics Subject Classification ID

Artificial intelligence (68T99) Applications to the sciences (65Z05)



Uses Software

  • ggplot2
  • TensorFlow
  • MADE


Cites Work

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  • On the variational data assimilation problem solving and sensitivity analysis
  • Optimal reduced space for variational data assimilation
  • ggplot2
  • A randomized art-gallery algorithm for sensor placement
  • Advanced Lectures on Machine Learning
  • On Information and Sufficiency
  • Tetrahedral mesh optimisation and adaptivity for steady-state and transient finite element calculations


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