![[AAPG 2020] Before the Basin Model: Using ML & Formation Tops to Understand the Effect of Burial History](https://novilabs.com/wp-content/uploads/2020/09/image-1024x420-1.png)
What is the minimum amount of geological data required to build a predictive model? Traditional basin modeling approaches utilize expensive datasets and significant ...
![[AAPG 2020] Tailoring Completions to Geology: A Machine Learning Approach](https://novilabs.com/wp-content/uploads/2020/09/Screen-Shot-2020-09-27-at-5.13.40-PM-1024x610-1.png)
[AAPG 2020] Tailoring Completions to Geology: A Machine Learning Approach
Not all rocks should receive the same completion.It's a simple concept, but it can be tough to back up the theory with ...
![[AAPG 2020] Prior Well Depletion or Interwell Spacing? Isolating the Causes of Spacing Degradation in the Williston Basin](https://novilabs.com/wp-content/uploads/2020/09/Screen-Shot-2020-09-27-at-4.59.41-PM-1024x698-1.png)
[AAPG 2020] Prior Well Depletion or Interwell Spacing? Isolating the Causes of Spacing Degradation in the Williston Basin
Understanding the impact of interwell spacing is tough enough before introducing the impact of parent-child depletion. When you add in the fact ...
![[AAPG ACE 2019 Paper] Production and Subsurface Machine Learning Model for Predicting Hydrocarbon Recovery](https://novilabs.com/wp-content/uploads/2019/09/Screenshot-2022-06-01-at-11.26.47.png)
[AAPG ACE 2019 Paper] Production and Subsurface Machine Learning Model for Predicting Hydrocarbon Recovery
Novi Presentation AAPG ACE 2019Download