DEV Community

jpoland00
jpoland00

Posted on

AI Seismic Fault Detection

Paradise AI ATTRIBUTE GENERATION
ATTRIBUTE GENERATION
Generate attributes to extract meaningful geological information and as input into machine learning analysis for advanced interpretation

ATTRIBUTE SELECTION
Identify attributes having the highest variance and contribution among a set of attributes in a geologic setting

MULTI-ATTRIBUTE CLASSIFICATION
Classify multiple attribute volumes simultaneously utilizing Self-Organizing Maps (SOM), an unsupervised machine learning process

Paradise AI MACHINE LEARNING GEOBODIES

MACHINE LEARNING (ML) GEOBODIES
Estimate the volume of reserves/resources and geologic features

Paradise AI DEEP LEARNING (DL) SEISMIC FACIES CLASSIFICATION

DEEP LEARNING (DL) SEISMIC FACIES CLASSIFICATION
Capture seismic facies based on distinctive seismic amplitude patterns using deep learning technology

Paradise AI DEEP LEARNING (DL) FAULT DETECTION

DEEP LEARNING (DL) FAULT DETECTION
Produce fault probability volumes based on already generated fault engines (models) or from interpreter guided trained engines

Geoinsights

Top comments (0)