Geologic learning framework
AssigneeSchlumberger Technology Corporation
InventorsJagrit Sheoran, Preetika Shedde, Sunil Manikani
Life of this patent
Estimating the term…
Abstract
A method can include receiving data files, where the data files include different types of content; training an encoder using the data files to generate a trained encoder; compressing each of the data files using the trained encoder to generate a compressed representation of each of the data files; and processing the compressed representations of the data files to generate groups, where each of the groups represents one of the different types of content, where each of the groups includes members, and where each of the members is associated with a corresponding one of the data files.
Claims13
A method comprising:
- receiving data files, wherein the data files comprise different types of content collected from a workspace framework tailored to a geologic environment and processed using a client layer, an application layer, a source or source of site information including offset well information, a storage layer, and an artificial intelligence layer, wherein the different types of content comprise text and images, wherein the images comprise at least one downhole log image, and/or wherein the images comprise at least one micrograph of a geologic sample;
- training an encoder using the data files to generate a trained encoder;
- compressing each of the data files using the trained encoder to generate a compressed representation of each of the data files;
- and
- processing the compressed representations of the data files to generate groups, wherein each of the groups represents one of the different types of content, wherein each of the groups comprises members, and wherein each of the members is associated with a corresponding one of the data files.
A system comprising:
- one or more processors;
- memory accessible to at least one of the one or more processors;
- processor-executable instructions stored in the memory and executable to instruct the system to:
- receive data files, wherein the data files comprise different types of content collected from a workspace framework tailored to a geologic environment and processed using a client layer, an application layer, a source or source of site information including offset well information, a storage layer, and an artificial intelligence layer, wherein the different types of content comprise text and images, wherein the images comprise at least one downhole log image, and/or wherein the images comprise at least one micrograph of a geologic sample;
- train an encoder using the data files to generate a trained encoder;
- compress each of the data files using the trained encoder to generate a compressed representation of each of the data files;
- and
- process the compressed representations of the data files to generate groups, wherein each of the groups represents one of the different types of content, wherein each of the groups comprises members, and wherein each of the members is associated with a corresponding one of the data files.
A non-transitory computer readable medium storing computer-executable instructions to instruct a computing system:
- receive data files, wherein the data files comprise different types of content collected from a workspace framework tailored to a geologic environment and processed using a client layer, an application layer, a source or source of site information including offset well information, a storage layer, and an artificial intelligence layer, wherein the different types of content comprise text and images, wherein the images comprise at least one downhole log image, and/or wherein the images comprise at least one micrograph of a geologic sample;
- train an encoder using the data files to generate a trained encoder;
- compress each of the data files using the trained encoder to generate a compressed representation of each of the data files;
- and
- process the compressed representations of the data files to generate groups, wherein each of the groups represents one of the different types of content, wherein each of the groups comprises members, and wherein each of the members is associated with a corresponding one of the data files.
Dependencies are inferred from the claim text.