Patent ID: 11965998
Assignee: SCHLUMBERGER TECHNOLOGY CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A computing system, comprising:
one or more processors; and
a memory system comprising one or more non-transitory computer-readable media storing instructions that, when executed by at least one of the one or more processors, cause the computing system to perform operations, the operations comprising:
receiving a test seismic dataset associated with a known truth interpretation;
receiving one or more hard constraints;
training a machine learning system based on the test seismic dataset, the known truth interpretation, and the one or more hard constraints, wherein the one or more hard constraints represent an interpretation of the test seismic data by a separate machine learning system;
determining an error value based on the training the machine learning system;
adjusting the error value based on one or more soft constraints;
updating the training of the machine learning system based on the adjusted error value;
receiving a second seismic dataset after the updating the training;
applying the second seismic dataset to the machine learning system to generate an interpretation of the second seismic dataset;
generating a seismic image representing a subterranean domain based on the interpretation of the second seismic dataset; and
outputting the seismic image.