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 …
upscaling generator training system, according to some embodiments.[0009] FIG. 4 depicts …
Data augmentation for seismic interpretation systems and methods
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 …
include: obtaining input data; extracting patches from a pre-extraction dataset based on the …
Systems and methods for identifying subsurface hydrogen accumulation
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
a function of position in a subsurface volume of interest. A computer-implemented method …