Combining Rock Physics and Machine Learning for Optimized Reservoir Characterization
| Main Authors: | Downton, Jon, Collet, Olivia, Colwell, Tanya, Hampson, Dan |
|---|---|
| Format: | Conference Paper |
| Published: |
2020
|
| Online Access: | http://hdl.handle.net/20.500.11937/89984 |
Similar Items
Theory-guided data science-based reservoir prediction of a North Sea oil field
by: Downton, Jon, et al.
Published: (2020)
by: Downton, Jon, et al.
Published: (2020)
Azimuthal reflectivity inversion
by: Downton, Jon, et al.
Published: (2012)
by: Downton, Jon, et al.
Published: (2012)
Rock Physics Analysis of Shale Reservoirs
by: Pervikhina, M., et al.
Published: (2015)
by: Pervikhina, M., et al.
Published: (2015)
Predicting well-log Thermal Conductivity from sonic velocities: a rock
physics investigation
by: Pimienta, Lucas, et al.
Published: (2023)
by: Pimienta, Lucas, et al.
Published: (2023)
Optimize production through reservoir rock compaction control
by: Samsuri, Ariffin, et al.
Published: (2004)
by: Samsuri, Ariffin, et al.
Published: (2004)
An optimized ensemble for predicting reservoir rock properties in petroleum industry
by: Kenari, Seyed Ali Jafari
Published: (2013)
by: Kenari, Seyed Ali Jafari
Published: (2013)
Stress-induced anisotropy model for triaxially stressed rocks
by: Collet, Olivia, et al.
Published: (2012)
by: Collet, Olivia, et al.
Published: (2012)
Experimental and theoretical rock physics research with application to reservoirs, seals and fluid processes
by: Dodds, Kevin, et al.
Published: (2007)
by: Dodds, Kevin, et al.
Published: (2007)
Rock Physics Characterization using Physical Methods on Powders
by: Ahmed, Zubair
Published: (2018)
by: Ahmed, Zubair
Published: (2018)
Experimental Investigation of Wettability of Rock-CO2-Brine for Improved Reservoir Characterization
by: Arif, Muhammad
Published: (2017)
by: Arif, Muhammad
Published: (2017)
Role of asphaltene in changing wettability of reservoir rocks
by: Yunan, Mat Hussin, et al.
Published: (1995)
by: Yunan, Mat Hussin, et al.
Published: (1995)
Fluid substitution, dispersion, and attenuation in fractured and porous reservoirs - Insights from new rock physics models
by: Gurevich, Boris, et al.
Published: (2007)
by: Gurevich, Boris, et al.
Published: (2007)
Characterization of the combined effect of high temperature and moisture on methane adsorption in shale gas reservoirs
by: Zou, Jie, et al.
Published: (2019)
by: Zou, Jie, et al.
Published: (2019)
Impact of fines and rock wettability on reservoir formation damage
by: Al-Yaseri, A., et al.
Published: (2016)
by: Al-Yaseri, A., et al.
Published: (2016)
Characterization of selected petroleum source rocks and reservoir rocks of Bengal Basin (Bangladesh) based on geochemical, petrographical and petrophysical methods / Md. Farhaduzzaman
by: Md. Farhaduzzaman, Md. Farhaduzzaman
Published: (2013)
by: Md. Farhaduzzaman, Md. Farhaduzzaman
Published: (2013)
Physical And Chemical Characterization Of Granitic Rock For Ree Utilization
by: Kamso, Nurul Syazni
Published: (2022)
by: Kamso, Nurul Syazni
Published: (2022)
Evaluation of CO2 Injection in Shale Gas Reservoirs through Numerical Reservoir Simulation and Supervised Machine Learning
by: Mansi, Moataz Khamees Abdelfattah
Published: (2023)
by: Mansi, Moataz Khamees Abdelfattah
Published: (2023)
Effect of Bioturbation on Reservoir Rock Quality of Reservoir Sandstones in the Baram Delta, Offshore Sarawak, Malaysia
by: Ben-Awuah, Joel, et al.
Published: (2015)
by: Ben-Awuah, Joel, et al.
Published: (2015)
Ensemble model of non-linear feature selection-based Extreme Learning Machine for improved natural gas reservoir characterization
by: Fatai Adesina, Anifowose, et al.
Published: (2015)
by: Fatai Adesina, Anifowose, et al.
Published: (2015)
Developing Ensemble Machine Learning Models to Predict Petrophysical Properties of Sandstone Reservoirs
by: Kohona Walawwe, Kushan Oshadi Sandunil
Published: (2025)
by: Kohona Walawwe, Kushan Oshadi Sandunil
Published: (2025)
Influence of Rock Wettability on Reservoir-Scale CO2 Geo-Sequestration
by: Al-Khdheeawi, Emad Abdulhusain Fakher
Published: (2020)
by: Al-Khdheeawi, Emad Abdulhusain Fakher
Published: (2020)
Rock-fluid interactions in geothermal reservoir systems and the implications for carbon sequestration
by: Belshaw, Grace
Published: (2022)
by: Belshaw, Grace
Published: (2022)
Effect of Organic Surface Concentration on CO2-Wettability of Reservoir Rock
by: Ali, Muhammad
Published: (2018)
by: Ali, Muhammad
Published: (2018)
Effect of Stress Magnitude and Stress Rate on Elastic Properties of the Reservoir Rocks
by: Nourifard, Nazanin
Published: (2019)
by: Nourifard, Nazanin
Published: (2019)
Study of stress-induced anisotropy and effect of crack infill in oil and gas reservoirs
by: Collett, Olivia
Published: (2015)
by: Collett, Olivia
Published: (2015)
Frequency dependence of anisotropy in fluid saturated rocks – Part I: aligned cracks case
by: Collet, O., et al.
Published: (2016)
by: Collet, O., et al.
Published: (2016)
Frequency dependence of anisotropy in fluid saturated rocks - Part II: Stress-induced anisotropy case
by: Collet, O., et al.
Published: (2016)
by: Collet, O., et al.
Published: (2016)
Improving the prediction of petroleum reservoir characterization with a stacked generalization ensemble model of support vector machines
by: Fatai Adesina, Anifowose, et al.
Published: (2015)
by: Fatai Adesina, Anifowose, et al.
Published: (2015)
Impact of scCO2-rock interaction on fracturing performance in Shale reservoirs
by: Memon, Shoaib
Published: (2024)
by: Memon, Shoaib
Published: (2024)
CO2 wettability of seal and reservoir rocks and the implications for carbon geo-sequestration
by: Iglauer, Stefan, et al.
Published: (2015)
by: Iglauer, Stefan, et al.
Published: (2015)
Digital carbonate rock physics
by: Saenger, E., et al.
Published: (2016)
by: Saenger, E., et al.
Published: (2016)
Reservoir Characterization for CO2 Injectivity and Flooding in Petroleum Reservoirs, offshore Malaysia
by: Raza, Arshad
Published: (2017)
by: Raza, Arshad
Published: (2017)
Quantification of rock mass disturbance using rock-mass property, rock characterization and blast characterization in underground hard-rock
by: Sharifzadeh, Mostafa, et al.
Published: (2014)
by: Sharifzadeh, Mostafa, et al.
Published: (2014)
'All rock and Rhythm and Jazz': Rock 'n' Roll Origin Stories and Race in Australia
by: Stratton, Jon
Published: (2007)
by: Stratton, Jon
Published: (2007)
Formation water geochemistry for carbonate reservoirs in Ordos basin, China: Implications for hydrocarbon preservation by machine learning
by: Yu, Hongyan, et al.
Published: (2020)
by: Yu, Hongyan, et al.
Published: (2020)
Fluid injection in reservoir rocks with X-ray CT scanning and active ultrasonic monitoring
Published: (2013)
Published: (2013)
Wettability alteration of carbonate rocks via nanoparticle-anionic surfactant flooding at reservoirs conditions
by: Al-Anssari, S., et al.
Published: (2017)
by: Al-Anssari, S., et al.
Published: (2017)
A reservoir rock porosity estimation through image analysis and fuzzy logic techniques
by: Kadkhodaie, Ali, et al.
Published: (2014)
by: Kadkhodaie, Ali, et al.
Published: (2014)
Prediction of hydrocarbon reservoirs permeability using support vector machine
by: Gholami, Raoof, et al.
Published: (2012)
by: Gholami, Raoof, et al.
Published: (2012)
Rock physics modelling of elastic properties of rocks saturated with heavy oils
by: Makarynska, Dina, et al.
Published: (2007)
by: Makarynska, Dina, et al.
Published: (2007)
Similar Items
-
Theory-guided data science-based reservoir prediction of a North Sea oil field
by: Downton, Jon, et al.
Published: (2020) -
Azimuthal reflectivity inversion
by: Downton, Jon, et al.
Published: (2012) -
Rock Physics Analysis of Shale Reservoirs
by: Pervikhina, M., et al.
Published: (2015) -
Predicting well-log Thermal Conductivity from sonic velocities: a rock
physics investigation
by: Pimienta, Lucas, et al.
Published: (2023) -
Optimize production through reservoir rock compaction control
by: Samsuri, Ariffin, et al.
Published: (2004)