METHOD AND SYSTEM FOR DEEP LEARNING FOR SEISMIC INTERPRETATION

A method and a system for generating one or more initial geologic models for hydrocarbon management or carbon capture sequestration is disclosed. The initial geologic models may be generated that describe distribution of AVO (Amplitude-Variation-with-Offset) behaviors of one or more subsurface features, such as sands or rock types, into one or more probability volumes, resulting in a dimensionality reduction of information. The initial geologic models may be used in a variety of contexts, such as for geologic interpretation or as prior information for input to a seismic inversion process.