EPISODE · Mar 26, 2026 · 23 MIN
EP 28 · Use of Machine Learning Production Driver Cross-Sections for Regional Geologic Insights in the Bakken-Three Forks Play
from The Novi AI Roundup · host Novi Labs
What if production data could reveal hidden geologic structures? In this episode of The Novi AI Roundup, we explore how machine learning uses production driver cross-sections to uncover regional geologic insights in the Bakken-Three Forks play. Drawing from the technical paper “Use of Machine Learning Production Driver Cross-Sections for Regional Geologic Insights in the Bakken-Three Forks Play”, we examine how subsurface variability impacts well performance, and how these insights can guide better targeting and development decisions in a mature basin.This podcast episode is based on the technical paper “Use of Machine Learning Production Driver Cross-Sections for Regional Geologic Insights in the Bakken-Three Forks Play”. Authors: T. Cross, K. Sathaye, J. Chaplin. Download the full paper here: https://novilabs.com/resources/urtec-2021-machine-learning-bakken-production-drivers/
What this episode covers
What if production data could reveal hidden geologic structures? In this episode of The Novi AI Roundup, we explore how machine learning uses production driver cross-sections to uncover regional geologic insights in the Bakken-Three Forks play. Drawing from the technical paper “Use of Machine Learning Production Driver Cross-Sections for Regional Geologic Insights in the Bakken-Three Forks Play”, we examine how subsurface variability impacts well performance, and how these insights can guide better targeting and development decisions in a mature basin.This podcast episode is based on the technical paper “Use of Machine Learning Production Driver Cross-Sections for Regional Geologic Insights in the Bakken-Three Forks Play”. Authors: T. Cross, K. Sathaye, J. Chaplin. Download the full paper here: https://novilabs.com/resources/urtec-2021-machine-learning-bakken-production-drivers/
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EP 28 · Use of Machine Learning Production Driver Cross-Sections for Regional Geologic Insights in the Bakken-Three Forks Play
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