Ensemble of neural networks utilizing seismic attributes for rock‐property inversion with uncertainty estimation

M Ntibahanana, S Jianguo, M Luemba… - Earth and Space …, 2024 - Wiley Online Library
Seismic inversion holds significant importance across various domains of geoscience and
engineering, including the characterization of energy resource reservoirs, the assessment of …

Kolmogorov-Arnold Networks for Semi-Supervised Impedance Inversion

M Liu, F Bossmann, J Ma - IEEE Geoscience and Remote …, 2025 - ieeexplore.ieee.org
Seismic impedance inversion plays a crucial role in obtaining underground physical
properties and enhancing seismic exploration accuracy. In recent years, semi-supervised …