WDm Machine learning, Neural networks and other AI algorithms
Chaired by:
Prof. Viviana Meruane (Universidad de Chile , Chile)
Prof. Viviana Meruane (Universidad de Chile , Chile)
Scheduled presentations:
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Fault detection in industrial pumps based on recurrent autoencoder neural networks
V. Meruane*, T. Hansen, I. Huerta, E. Roa, L. Quinteros, J. Marin -
Damage identification of RC beams using Feed-Forward Back Propagation Neural Network Approach (FFBPN)
K. Oroz Farfan*, V. Ramos Cari, J. Casas Rius, R. Delgadillo Ayala -
Damage Classification Utilizing Autoencoders and Convolutional Neural Networks
F. Barbosa*, L. Resende, R. Finotti, A. Cury, H. Garrido, M. Domizio, O. Curadelli -
Spatio-temporal damage identification through Bayesian calibration of time-varying finite element models
G. Parra*, R. Astroza, M. Birrel, F. Mizón -
A data driven frequency-domain virtual sensing method based on cross-spectral density matrices
M. Nuñez Cuji*, R. Prieto-Galarza, C. Tutivén Gálvez, L. Avendaño Valencia -
Structural Damage Identification based on the Curvature Matrix of the Accelerance
J. Herrera*