Zobrazeno 1 - 10
of 93
pro vyhledávání: '"George D. Guthrie"'
A machine learning framework for rapid forecasting and history matching in unconventional reservoirs
Autor:
Shriram Srinivasan, Daniel O’Malley, Maruti K. Mudunuru, Matthew R. Sweeney, Jeffrey D. Hyman, Satish Karra, Luke Frash, J. William Carey, Michael R. Gross, George D. Guthrie, Timothy Carr, Liwei Li, Hari S. Viswanathan
Publikováno v:
Scientific Reports, Vol 11, Iss 1, Pp 1-15 (2021)
Abstract We present a novel workflow for forecasting production in unconventional reservoirs using reduced-order models and machine-learning. Our physics-informed machine-learning workflow addresses the challenges to real-time reservoir management in
Externí odkaz:
https://doaj.org/article/19a3100ba9fc42afae2d745226851b22
A machine learning framework for rapid forecasting and history matching in unconventional reservoirs
Autor:
Daniel O'Malley, Timothy R. Carr, Luke P. Frash, Jeffrey D. Hyman, Satish Karra, George D. Guthrie, Maruti Kumar Mudunuru, Matthew Sweeney, J. William Carey, Michael R. Gross, Shriram Srinivasan, Hari S. Viswanathan, Liwei Li
Publikováno v:
Scientific Reports, Vol 11, Iss 1, Pp 1-15 (2021)
Scientific Reports
Scientific Reports
We present a novel workflow for forecasting production in unconventional reservoirs using reduced-order models and machine-learning. Our physics-informed machine-learning workflow addresses the challenges to real-time reservoir management in unconven
Autor:
Bryan Euser, Christopher W. Johnson, Robert A. Guyer, Esteban Rougier, Carly M. Donahue, George D. Guthrie, Antonio Munjiza, Paul A. Johnson
Publikováno v:
Earth and Planetary Science Letters. 610:118132
Autor:
Satish Karra, Baichuan Yuan, Yen Joe Tan, Maruti Kumar Mudunuru, C. N. Gammans, Omar Marcillo, Peter M. Roberts, George D. Guthrie, Jeremy Webster, Paul A. Johnson, Andrew A. Delorey
Publikováno v:
Seismological Research Letters. 90:591-603
We present an approach based on machine learning (ML) to distinguish eruption and precursory signals of Chimayo geyser (New Mexico, USA) under noisy environments. This geyser can be considered as a natural analog of $\mathrm{CO}_2$ intrusion into sha
Autor:
Timothy R. Carr, Shriram Srinivasan, Hari S. Viswanathan, Dustin Crandall, Luke P. Frash, George D. Guthrie, Satish Karra, Jeffrey D. Hyman, Maruti Kumar Mudunuru, Daniel O'Malley, Bill Carey, Liwei Li, Matthew Sweeney, Michael R. Gross
Publikováno v:
Proceedings of the 9th Unconventional Resources Technology Conference.
Autor:
Hari S. Viswanathan, James William Carey, George D. Guthrie, Chelsea W. Neil, Satish Karra, Matthew Sweeney, J. Hyman, Hongwu Xu, Qinjun Kang, Mohamed Mehana, Javier E. Santos
Publikováno v:
Proceedings of the 9th Unconventional Resources Technology Conference.
Autor:
Alexander Y. Sun, Rafael Pires de Lima, Youzuo Lin, George D. Guthrie, Neill Symon, Saurabh Sinha, Rajesh J. Pawar
Publikováno v:
Day 3 Wed, October 28, 2020.
SUMMARY Due to international commitments on carbon capture and storage (CCS), an increase in CCS projects is expected in the near future. Saline aquifers and depleted hydrocarbon reservoirs with good seals and located in tectonically stable zones mak