Geomechanics and Geoenergy Journal

Geomechanics and Geoenergy Journal

Geomechanics and Geoenergy Journal (GGJ) as a scientific and research journal publishes papers related to the issues on the geomechanics of enrgy reservoirs. This journal is established by Iranian Association of Petroleum Geomechanics and is published seasonally in electronic forms. In this journal, it is attempted to reflect the results of theoretical, developed and applied researches as well as review issues related to geomechanics of energy reservoirs (oil, gas, hydrogen, Geothermal) including rock physics, seismic and micro-seismic investigations, laboratory and in-situ tests, analytical relations and behavioral models, geomechanical modeling, application of geomechanics in exploration, drilling, production and energy storge and also CO2 capture and storage.

To achieve the aims of the journal, all active scientists and researchers in the above-mentioned fields are invited to share their innovative and invaluable scientific and research results with other experts via this journal, and play significant roles in the development of the science of geomechanics of energy reservoirs, and consequently, sustainable production and enhanced production of oil, gas and hydrogen  from the reservoirs.

The scientific and research  validity of the Journal has been received by a letter number 23709/18/3 dated 16 January 2017 from the Commission of Scientific Journals of the country in the Ministry of Science, Research and Technology.

Current Issue: Volume 8, Issue 4, Winter 2026, Pages 1-94 

Development of a Machine Learning -Based Framework for Estimating Rate of Penetration in a Hydrocarbon Reservoir

Pages 36-46

10.22107/ggj.2025.522778.1252

Esmaeil Ghasemi Alamooti, Andisheh Alimoradi, Saeedeh Senemari, Hassan Reza Ghasemi Tabar, Majid Sajjadian, Sajjad Talesh Hosseini

Keywords Cloud

  • Hydraulic fracturing
  • wellbore stability
  • Numerical modeling
  • Machine Learning
  • Permeability
  • pore pressure
  • Geomechanical Model
  • porosity
  • Geomechanics
  • Sand production
  • Drilling
  • Sensitivity analysis
  • Porous media
  • Multiscale
  • fracture
  • Finite element method
  • petrophysical properties
  • well logging
  • Artificial intelligence
  • Well Log Data
  • Rough-walled Fractures
  • Crack propagation
  • Mogi-Coulomb
  • Asmari Reservoir
  • Wave propagation
  • Rate of Penetration
  • Persian Gulf
  • Petroleum geomechanics
  • Petrophysics
  • petrophysical logs
  • Geoenergy
  • Distinct Element Method
  • Shear wave velocity
  • cement
  • in-situ stress
  • Deep Learning
  • finite difference
  • Inversion
  • Abadan plain
  • Drilling fluid loss
  • Relative Permeability
  • numerical simulation
  • Hydromechanical modeling
  • Borehole breakout
  • Shale gas
  • Numerical Model
  • Minimum horizontal stress
  • Kick
  • Oil
  • PSO
  • unsaturated soil
  • Eclipse
  • Well stability
  • Techlog Software
  • Rock Type
  • Forchheimer’s law
  • Sonic log
  • Diagenetic Processes
  • Wellbore Instability
  • Hole cleaning
  • Rate of Penetration (ROP)
  • Reservoir
  • Clustering
  • Rock
  • drilling problems
  • Cap Rock
  • Carbonate Reservoirs
  • Fracture Conductivity
  • Kangan Formation
  • Microfacies
  • Compressive strength
  • Learning
  • proppant
  • Discrete Fracture Network
  • Rock mass
  • Electrical resistivity
  • Joint stiffness
  • Mohr-coulomb Criterion
  • Hybrid Machine Learning
  • Creep
  • Cohesive crack
  • Crude Oil
  • Hydraulic conductivity
  • displacement discontinuity method
  • Fault stability
  • Bearing Capacity
  • Casing
  • Sarvak Formation
  • Non-linear Flow
  • Elastic modulus
  • underground gas storage
  • Extrinsic Enrichment
  • Diagenesis
  • rock physics
  • Fractures
  • Reservoir Geomechanics
  • Non-Destructive Imaging
  • Shorijeh
  • \"Damage\"
  • Saline Aquifers
  • shear behavior
  • Enhanced oil recovery
  • Drilling parameters
  • Joint infill thickness
  • Fracture gradient
  • brittleness
  • thermal stress
  • \"Failure mechanism\"
  • Upscaling
  • True Triaxial stress
  • Rock Fracture
  • Gypsum
  • Calibration
  • CAPRI device
  • S-wave velocity
  • FZI-Stonley
  • Shale
  • filler material\"
  • pyGIMLi
  • Young\'s modulus
  • Bourgoyne and Young model
  • \'bit\'\'
  • Compressive Uniaxial Strength
  • intelligent systems
  • Slip tendency
  • Unconsolidated sandstone
  • Micro-CT
  • Oil Wellbore
  • LSSVM-PSO
  • proppant mass
  • Fracture Toughness of Rocks
  • Amplitude Reflection Variation with Offset
  • thermo-mechanical analysis
  • Eccentricity
  • Discrete modelling
  • Seismic velocity
  • quartz sands
  • annulus pressure drop
  • Lift and Drag Forces
  • Nanofluids
  • Lame Parameters
  • Lithological changes
  • vertical displacement
  • Fracture Hydraulic
  • Porosity Shear wave velocity
  • Velocity Inversion
  • insitu stress\"
  • Diagenetic Process
  • Formation Breakdown Pressure
  • Oil-contaminated soil
  • Sand Production Prediction
  • Optimization algorithm
  • Drilling Penetration Rate
  • Geomechanical simulation model
  • quantitative analysis
  • \"Multi-Laminate\"
  • Simulation
  • Rock mechanical model
  • GEOLOG
  • Electrical conductivity
  • horizontal displacement
  • Conductivity apparatus
  • diagenetic
  • KGD
  • \"Anisotropy\"
  • refraction
  • Experimental Evaluation
  • Preventive Approach
  • Preventive methods
  • rock-bit interaction
  • unconventional reservoirs
  • Representative Element Volume
  • PS-InSAR
  • Shadegan Oil Field
  • Hugoton gas field
  • Numerical analysis
  • Creep equation
  • Reservoir Heterogeneity
  • Natural fractures
  • Double porosity
  • Thermo-Hydro-Mechanical Analysis
  • Deformable environment
  • fracture pressure
  • Multi-Lateral Well
  • FAC3D software
  • compaction
  • Pipe stick
  • Compressional wave
  • Neutron log
  • Injectivity
  • Artificial Neural Network
  • Rough Fracture
  • Coastal Fars
  • Ice Saturation
  • immiscible fluids
  • Gaussina simulating
  • Analytical model
  • Particle Swarm Optimization
  • Waterflooding
  • Auxetic sandwich beam