works on
deep learning 1dispersion inversion 1mode separation 1physics-informed neural networks 1surface-wave analysis 1

From the 1 of 1 linked paper with an AI index.

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1 paper

physics.geo-ph2026

Dispersion-Guided Physics-Aware Deep Inverse Operator for Surface Wave Mode Separation

Yang Cui, Sujith Swaminadhan, Yangkang Chen +2

The paper presents an unsupervised physics-aware deep learning framework that separates fundamental and higher surface‑wave modes directly in the time‑space domain by using adaptiv…