Petrophysical inversion with machine learning-based geologic priors

A Kushwaha, R Sain, J Schmedes, Y Yang - US Patent 11,668,853, 2023 - Google Patents
Geophysical prospecting may employ a variety of data-acquisition techniques, including
seismic prospecting, electromagnetic prospecting, well logging, etc. Such data may be …

Systems and methods for generating subsurface property data as a function of position and time in a subsurface volume of interest

Y Zhang, MA Meadows - US Patent 12,092,783, 2024 - Google Patents
Abstract Systems and methods are disclosed for generating subsurface property data as a
function of position and time. Exemplary implementations may include obtaining a first initial …

System, method, and computer program product for time-based ensemble learning using supervised and unsupervised machine learning models

Y Cheng, Y Gu, SP Hamilton - US Patent 12,045,704, 2024 - Google Patents
Provided are systems for ensemble learning with machine learning models that include a
processor to receive a training dataset of a plurality of data instances, wherein each data …