A complex-valued variational autoencoder learns continuous relaxation time distributions from SIP resistivity spectra with reconstruction errors below 0.5 percent and strong physical correlations.
Journal of Applied Geophysics 109, 119–132
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Learning relaxation time distributions from spectral induced polarization data with a complex-valued variational autoencoder
A complex-valued variational autoencoder learns continuous relaxation time distributions from SIP resistivity spectra with reconstruction errors below 0.5 percent and strong physical correlations.