... unconventional play reservoir simulation asphaltene inhibition geology complex reservoir geologist asphaltene remediation equation of state scale inhibition production chemistry hydrate remediation flow assurance interaction continental asphaltene oilfield chemistry artificial intelligence...

... method, and the other is the long short-term memory (LSTM) network, a deep learning method. The LS-SVR and LSTM proxy models are built on training sets of BHP and rate data generated with a commercial high-fidelity reservoir simulator (HFRS) based on compositional flow simulation using a double...

... Copyright © 2025 Society of Petroleum Engineers fluid dynamics history matching reservoir simulation algorithm geologist production forecasting geology bayesian inference production control iteration gmm configuration ensemble artificial intelligence machine learning configuration...

... of state geologist deep learning complex reservoir subsurface storage sustainability reservoir simulation optimization problem social responsibility risk management flow in porous media modeling & simulation co 2 enhanced recovery chemical flooding methods artificial intelligence...

... of developing gas hydrate reservoirs using a fractured vertical well in the future. geologist fluid dynamics reservoir simulation production logging production control different value vertical well fractured vertical well fracture flow in porous media production monitoring natural fracture...

... well shale model mudstone shale model adsorption mechanism reservoir simulation mudrock shale oil ch 4 adsorption molecule clastic rock complex reservoir rock type mixed gas sw-b well shale model modeling & simulation adsorption capacity clay mineral gas molecule sw-a well shale...

.... 2012 ). 2 1 2024 16 12 2024 2 12 2024 20 2 2025 9 4 2025 unconventional resource economics geologist structural geology paper drilling operation fluid dynamics casing and cementing wellbore design reservoir simulation steam-assisted gravity drainage...

... by the characteristics of the initial ensemble and require extensive training data sets to achieve diversity. To address these limitations, we introduce a novel method that enhances history matching in reservoir simulations by integrating a geological-style-mixing approach with GAN-based optimization (StyleGAN...

... drilling operation drilling fluid geology core analysis geologist drilling fluids and materials coefficient core barrel fluid density core length residual pressure thermodynamic model geological subdiscipline temperature and pressure core retrieval stage reservoir simulation reservoir...

... dynamics permeability geologist neural network scaling method subvolume reservoir simulation reservoir geomechanics geological subdiscipline accuracy architecture analytical solution geology deep learning artificial intelligence machine learning voxel flow in porous media constraint...

... 2025 4 4 2025 Copyright © 2025 Society of Petroleum Engineers fluid dynamics waterflooding unconventional play geology geologist drilling operation reservoir simulation reservoir surveillance directional drilling chemical flooding methods petroleum play type darcy velocity...

... testing structural geology drillstem testing air emission clastic rock wellbore design equation of state geologist sustainability reservoir simulation rock type modeling & simulation flow in porous media social responsibility reservoir surveillance co 2 sustainable development risk...

... fracturing conformance improvement drilling fluids and materials production logging complex reservoir flow in porous media fluid dynamics reservoir simulation drilling fluid property production monitoring fracture gel injection flow rate particle ppg preformed particle gel enhanced recovery...

... reservoir simulation rock type scaling method geological subdiscipline clastic rock neural network artificial intelligence mudstone hr image real lr image sedimentary rock deep learning bilinear method image quality bilinear and bicubic method algorithm real hr image super-resolution...

... management geologist h2s management flow in porous media reservoir simulation oilfield chemistry sulfur deposition reservoir surveillance production control machine learning sulfur solubility wellbore conservation equation particle sulfur removal measure geology multiphase flow production...

... Copyright © 2025 Society of Petroleum Engineers fluid dynamics fracture cell production logging fracture geologist reservoir simulation reservoir surveillance dtiv-edfm method geology flow in porous media production control mathematics of computing complex reservoir production monitoring...

... Engineers sedimentary rock clastic rock reservoir simulation organic-rich rock wellbore design coal seam gas hydraulic fracturing coal seam coalbed methane completion installation and operations structural geology complex reservoir mudrock shale gas geologist fracturing fluid proppant...

..., the fine-scale simulation was accelerated by a factor of 156–630. 30 9 2024 30 1 2025 15 1 2025 12 3 2025 Copyright © 2025 Society of Petroleum Engineers reservoir simulation scaling method geologist artificial intelligence permeability upscaling geology co 2 coarse...

... waterflooding, the objective function for negative life cycle NPV can be written as follows: 31 7 2024 5 12 2024 29 10 2024 9 1 2025 12 3 2025 Copyright © 2025 Society of Petroleum Engineers reservoir simulation optimization problem artificial intelligence production...

... reservoir simulation rock type wellbore integrity na-mnt interaction mathematics of computing drilling operation equation of state phyllosilicate mudstone hydration inhibitor hcook treatment agent adsorption molecule mudrock drilling fluid property drilling fluid chemistry k-salt...