Geological feature detection using generative adversarial neural networks

F Jiang - US Patent App. 17/621,454, 2022 - Google Patents
BACKGROUND [0008] FIG. 3 is a conceptual diagram of training opera tions for a GAN
upscaling generator training system, according to some embodiments.[0009] FIG. 4 depicts …

Data augmentation for seismic interpretation systems and methods

H Denli, KH Liu, CJ Macdonald - US Patent 11,397,272, 2022 - Google Patents
A method and apparatus for machine learning for use with automated seismic interpretation
include: obtaining input data; extracting patches from a pre-extraction dataset based on the …

Systems and methods for identifying subsurface hydrogen accumulation

T Darrah, I Howat, J Moortgat… - US Patent App. 18/528,434, 2024 - Google Patents
Abstract Systems, apparatuses, methods, and computer program products are disclosed for
training an image analysis engine to identify surface features of the Earth consistent with …

Method and system for intelligently identifying carbon storage box based on GAN network

F Tian, J Zhang, W Zhang, W Zheng… - US Patent 11,740,372, 2023 - Google Patents
The present disclosure belongs to the field of capture, utilization, and storage of carbon
dioxide, particularly relates to a method and system for intelligently identifying a carbon …

Artificial intelligence technique to fill missing well data

K Mulchandani, A Gupta - US Patent App. 18/494,886, 2024 - Google Patents
A discriminator of a training model is trained to discriminate between original training
images without artificial subsurface data and modified training images with artificial …

Methods and systems for wellbore path planning

A Alali, M Abughaban, VCC DE OLIVEIRA - US Patent 11,965,407, 2024 - Google Patents
Methods and systems for wellbore path planning are disclosed. The method includes
defining total depth coordinates of a candidate wellbore path within a hydrocarbon reservoir …

Frequency-dependent machine learning model in seismic interpretation

F Jiang, A Jaramillo, SR Angelovich - US Patent App. 17/825,914, 2023 - Google Patents
Interpreting 3D seismic data can assist with understanding certain subterranean features,
such as reservoir compartmentalization analysis and drilling hazards. Interpreting 3D …

Correcting borehole images using machine-learning models

L Pan, Y Fan, HH Wu, J Ma - US Patent 11,898,435, 2024 - Google Patents
Borehole images can be corrected using machine-learning models. For example, a system
can train a machine-learning model based on a training dataset. The training dataset can …

Fault skeletonization for fault identification in a subterranean environment

F Jiang, P Norlund - US Patent 11,567,225, 2023 - Google Patents
Fault plane geometries and fault networks may represent drilling hazards. Further, the fault
plane geometries may determine reservoir connectivity, gross volume, and performance …

Systems and methods for identifying subsurface features as functions of feature positions in a subsurface volume of interest

S Cheng, Z Zhang, KL Gunderson… - US Patent 11,733,424, 2023 - Google Patents
Abstract Systems, devices, and methods are disclosed for identifying subsurface features as
a function of position in a subsurface volume of interest. A computer-implemented method …