Author

Yang-Kang Chen

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Review Oct 2026

Multi-Modal Surface Wave Inversion using Physics Guided Variational Autoencoders

The growth in seismic acquisition techniques has led to large-scale surveys, making traditional manual dispersion analysis logistically and computationally prohibitive. While deep learning techniques can offer an automated alternative, standard convolutional neural networks (CNNs) often fail to account for the non-uniq...

S. Swaminadhan, A. Bakulin, Sergey Fomel et al. · 0 citations

Aug 2026

Deep Learning Matching Filtering for Elastic Full Waveform Inversion

A deep‐learning‐based matching‐filtering framework is proposed, in which a lightweight neural network is trained to learn adaptive, data‐driven matching filters that map synthetic elastic wavefields towards the observed data.

Chao Li, Yang-Kang Chen · Geophysical Prospecting · 0 citations