Patent-pending Marker Fingerprinting technology creates fingerprints from well logs to enable confident correlation across multiple wells and depths and provides correlation-confidence metrics to flag missing or modified sections. Highly parallelizable database search rapidly locates patterns to reduce manual labor and improve accuracy in geological interpretations and other pattern-recognition applications.