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 1-97 

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