Machine-learning inversion via adaptive learning and statistical sampling: Application to airborne micro-TEM for seismic sand corrections

Colombo, D; Turkoglu, E; Sandoval-Curiel, E; Rovetta, D; Li, WC

Colombo, D (通讯作者),Saudi Aramco, EXPEC Adv Res Ctr, Geophys Technol, Dhahran, Saudi Arabia.

GEOPHYSICS, 2023; 88 (3): K51

Abstract

We develop a novel physics-adaptive machine-learning (ML) inversion scheme showing optimal generalization capabilities for field data applications. We......

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