The Novi AI Roundup
By Novi Labs
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Episodes: 33
Description
Welcome to The Novi AI Roundup, the podcast that brings you sharp insights, bold conversations, and repurposed gems from our most impactful content at Novi Labs. Whether it's AI-powered forecasting, the latest in energy innovation, or the future of reservoir engineering, we’ve got the mic on what matters.
Each episode transforms our internal know-how, blog gold, and field-tested wisdom into candid discussions. Expect punchy takes, no-fluff breakdowns, and the occasional cowboy hat.
| Episode | Date |
|---|---|
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EP 32 · The Impact of Interwell Spacing Over Time: A Machine Learning Approach
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Jun 25, 2026 |
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EP 31 · Benchmarking Operator Performance in the Williston Basin using a Predictive Machine Learning Model
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May 14, 2026 |
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EP 30 · Machine Learning Methods in the Williston: A Case Study in Productivity Decay and the Implications for Inventory Exhaustion
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May 07, 2026 |
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EP 29 · Quantifying the Diminishing Impact of Completions Over Time Across the Bakken, Eagle Ford, and Wolfcamp Using a Multi-Target Machine Learning Model and SHAP Values
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Apr 30, 2026 |
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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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Mar 26, 2026 |
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EP 27 · Are Unconventional Well Performance Gains Exhausted?
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Mar 19, 2026 |
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EP 26 · Autoregressive and Machine Learning Driven Production Forecasting – Midland Basin Case Study
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Mar 05, 2026 |
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EP 25 · Using Machine Learning to Customize Development Unit Spacing for Maximum Acreage Value
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Feb 26, 2026 |
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EP 24 · Understanding the Spacing, Completions, and Geological Influences on Decline Rates and B Values
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Feb 12, 2026 |
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EP 23 · Accelerating field optimization for Shell in the Neuquén Basin using Novi Labs Machine Learning
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Feb 05, 2026 |
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EP 22 · The Diminishing Returns of Lateral Length Across Different Basins
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Jan 29, 2026 |
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EP 21 · How Much Better Could We Have Done? Using a Time Machine Method to Quantify the Impact of Incremental Geologic data on Machine Learning Forecast Accuracy
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Jan 22, 2026 |
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EP 20 · How does the impact of completions change over the life of a well? A comparison across the major US unconventional plays using machine learning
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Jan 15, 2026 |
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EP 19 · How Much Data is Needed to Create Accurate PDP Forecasts?
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Jan 08, 2026 |
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EP 18 · Understanding the Drivers of Parent-child Depletion: A Machine Learning Approach
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Dec 18, 2025 |
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EP 17 · Revealing the Production Drivers for Refracs in the Williston Basin
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Dec 11, 2025 |
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EP 16 · Enhancing Production Efficiency: The Impact of Precision Targeting in the Midland Basin
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Dec 04, 2025 |
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EP 15 · Forecasting Production Loss for Delayed Secondary Bench Development in the Midland Basin
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Nov 27, 2025 |
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EP 14 · Enhancing Production Forecasting Accuracy: A Machine Learning Approach in the Permian Basin
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Nov 20, 2025 |
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EP 13 · Analyzing Midland Basin Well Performance and Future Outlook with Machine Learning
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Nov 13, 2025 |
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EP 12 · Dallas Fed Energy Survey Q3 2025
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Nov 06, 2025 |
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EP 11 · Machine Learning vs. Type Curves in the Appalachian Basin: A Comparative Study
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Oct 22, 2025 |
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EP 10 · Unpacking the Uinta Basin: the next great oil play?
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Oct 15, 2025 |
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EP 9 · Using Machine Learning and Data Analytics to Improve Type Curve Generation and Optimize Field Development Planning in Argentina's Vaca Muerta Formation
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Oct 09, 2025 |
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EP 8 · When Numbers Lie: De-Biasing Horizontal Well Production Datasets with Causal Forecasting
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Oct 01, 2025 |
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EP 7 · Using Machine Learning To Forecast Longer Duration Inventory Across Rockies Unconventional Plays
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Sep 24, 2025 |
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EP 6 · A Bottoms-Up Analysis of Development Scenarios in the Midland Basin Using Machine Learning
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Sep 12, 2025 |
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EP 5 · Describing Well Spacing: Dimensionality at Work
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Sep 04, 2025 |
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EP 4 · Can Transfer Learning Be Used to Forecast Production in Frontier Basins? A Case Study from the Powder River Basin
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Aug 27, 2025 |
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EP 3 · Optimizing Well Spacing to Maximize Horizontal Well Performance and Recovery
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Aug 20, 2025 |
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EP 2 · How Public Water Production Records Fail to Capture Reality in Tight Oil Wells
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Aug 13, 2025 |
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EP 1 · Can 100,000 Wells Reveal What Single-Basin Analysis Misses? The Hidden Biases Undermining Unconventional Production Models
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Aug 06, 2025 |
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Welcome to The Novi AI Roundup: What This Show Is All About
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Aug 06, 2025 |