K. Crifasi

Engineering · Physical Sciences

3h-index19citations5works0.02yr avg
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Research Topics

Reservoir Engineering and Simulation Methods(2), Neural Networks and Applications(1), Hydrology and Watershed Management Studies(1), Hydrocarbon exploration and reservoir analysis(1), Soil Geostatistics and Mapping(1)

Publications5 total

Evaluating the Impact of Precision Targeting on Production in the Midland Basin using Machine Learning Algorithms
Proceedings of the 8th Unconventional Resources Technology Conference·2020· 1 cited
Deriving Time-Dependent Scaling Factors for Completions Parameters in the Williston Basin using a Multi-Target Machine Learning Model and Shapley Values
Proceedings of the 8th Unconventional Resources Technology Conference·2020· 1 cited
GeoSHAP: A Novel Method of Deriving Rock Quality Index from Machine Learning Models and Principal Components Analysis
Proceedings of the 8th Unconventional Resources Technology Conference·2020· 5 cited
Benchmarking Operator Performance in the Williston Basin using a Predictive Machine Learning Model
Proceedings of the 8th Unconventional Resources Technology Conference·2020· 5 cited
Predicting Water Production in the Williston Basin using a Machine Learning Model
Proceedings of the 8th Unconventional Resources Technology Conference·2020· 7 cited

Frequent Co-authors

Troy J. Cross(5), K. Sathaye(5), K. Darnell(5), D. Niederhut(5), James Ramey(1), Jack Reed(1)