IEEE - Institute of Electrical and Electronics Engineers, Inc. - Compressed representation learning for fluid field reconstruction from sparse sensor observations

2015 International Joint Conference on Neural Networks (IJCNN)

Author(s): Hongming Zhou ; Yeng Chai Soh ; Chaoyang Jiang ; Xiaoying Wu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2015
Conference Location: Killarney, Ireland
Conference Date: 12 July 2015
Page(s): 1 - 6
ISBN (Electronic): 978-1-4799-1960-4
ISBN (DVD): 978-1-4799-1959-8
ISSN (Electronic): 2161-4407
DOI: 10.1109/IJCNN.2015.7280519
Regular:

This paper provides a new approach to reconstruct a fluid field from sparse sensor observations. Using the extreme learning machine (ELM) autoencoder, we can extract a dominant basis of the fluid... View More

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