From fluid flow to coupled processes in fractured rock: Recent advances and new frontiers

HS Viswanathan, J Ajo‐Franklin… - Reviews of …, 2022 - Wiley Online Library
Quantitative predictions of natural and induced phenomena in fractured rock is one of the
great challenges in the Earth and Energy Sciences with far‐reaching economic and …

[HTML][HTML] A review of the application of data-driven technology in shale gas production evaluation

W Niu, J Lu, Y Sun, H Liu, X Cao, H Zhan, J Zhang - Energy Reports, 2023 - Elsevier
Shale gas, as an important unconventional natural gas resource, is the main force to
increase natural gas reserves and production in the future. For shale gas with huge …

Application of predictive data analytics to model daily hydrocarbon production using petrophysical, geomechanical, fiber-optic, completions, and surface data: A case …

S Bhattacharya, PK Ghahfarokhi, TR Carr… - Journal of Petroleum …, 2019 - Elsevier
Predicting gas production from stimulated unconventional reservoirs has always been a
challenge to oil and gas companies because the physics of fluid flow through such …

Towards drilling rate of penetration prediction: Bayesian neural networks for uncertainty quantification

M Bizhani, E Kuru - Journal of Petroleum Science and Engineering, 2022 - Elsevier
Drilling rate of penetration (ROP) prediction has long been a part of any drilling activity. By
accurate prediction of ROP, optimization can be done that maximizes ROP and reduces …

Geochemical solid characterization of drill cuttings, core and drilling mud from Marcellus Shale Energy development

MY Stuckman, CL Lopano, SM Berry… - Journal of Natural Gas …, 2019 - Elsevier
Million tons of drill cuttings generated from shale gas development are currently disposed of
in landfills, buried in-situ, or reused as road fill. Cuttings, core samples and operating drilling …

Application of interpretable machine-learning workflows to identify brittle, fracturable, and producible rock in horizontal wells using surface drilling data

NL Tran, I Gupta, D Devegowda, V Jayaram… - … Reservoir Evaluation & …, 2020 - onepetro.org
In this study, we demonstrate the application of an interpretable (or explainable) machine‐
learning workflow using surface drilling data to identify fracturable, brittle, and productive …

Natural fracture density controls productivity in shale reservoirs

C Kurison, MB Woldeamanuel - Geological Society, London …, 2024 - lyellcollection.org
Shale reservoirs host ubiquitous multi-scale natural fractures created by factors such as pore
pressure build-up after petroleum generation and palaeo crustal stress changes during …

Elemental mapping and geochemical characterization of gas producing shales by laser induced breakdown spectroscopy

J Jain, CD Quarles Jr, J Moore, DA Hartzler… - … Acta Part B: Atomic …, 2018 - Elsevier
Laser induced breakdown spectroscopy (LIBS) has been used for the analysis of
hydrocarbon bearing shale samples. Shale samples taken from a Marcellus gas well at …

Importance of preexisting fractures to completion and production efficiencies in the Marcellus Shale energy and environmental lab MSEEL

T Carr, E Fathi, R Bohn, MF Adenan, L Li… - SPE Hydraulic …, 2022 - onepetro.org
Abstract The Marcellus Shale Energy and Environmental Lab (MSEEL) provides a publicly
available dataset and a hypothesis-driven field test of the significance of preexisting natural …

Barium isotopes track the source of dissolved solids in produced water from the unconventional Marcellus Shale gas play

ZG Tieman, BW Stewart, RC Capo… - Environmental …, 2020 - ACS Publications
Waters coproduced with hydrocarbons from unconventional oil and gas reservoirs such as
the hydraulically fractured Middle Devonian Marcellus Shale in the Appalachian Basin, USA …