Journal Paper

1. "The KAN-NAFNet deep learning framework for super-resolution and pixel-leakage-free digital rock analysis in reservoir and CCS host rocks"
   Behnia Azizzadeh Mehmandost Olya, Reza Mohebian
   MARINE AND PETROLEUM GEOLOGY, Vol. 191, 2026
2. "Integrating log data and advanced machine learning for one-dimensional geomechanical modeling with PSO and Transformer mechanisms"
   Farhad Molaiy, Reza Mohebian, Ali Moradzadeh
   Geosystem Engineering, Vol. 35, No 4, pp.1-37, 2026
3. "Self-Updating Local Variogram Models Using Automatic Clustering in Iterative Geostatistical Seismic Inversion"
   Shaghayegh Esmaeilzadeh, Ali Moradzadeh, Reza Mohebian, Omid Asghari
   Journal of Mining and Environment (JME),, Vol. 17, No 2, pp.635-645, 2026
4. "Hybrid Deep Learning Frameworks for Predicting Shear Wave Velocity and Young’s Modulus from Well Log Data"
   Farhad Mollaei, Ali Moradzadeh, Reza Mohebian
   Geotechnical and Geological Engineering, Vol. 44, No 2, 2026
5. "An Approach for Estimation of Uniaxial Compressive Strength and Internal Friction Angle using Well Log Data and Deep Learning Algorithms"
   Farhad Mollaei, Ali Moradzadeh, Reza Mohebian
   Journal of Mining and Environment, Vol. 16, No 5, pp.1759-1780, 2025
6. "Iterative geostatistical seismic inversion with adaptive local variogram models"
   Shaghayegh Esmaeilzadeh, Ali Moradzadeh, Omid Asghari, Reza Mohebian
   Earth Science Informatics, Vol. 18, No 3, 2025
7. "Fracture Facies Estimation Utilizing Machine Learning Algorithm and Formation Micro-Imager (FMI) Log"
   Hassan Bagheri, Reza Mohebian
   Petroleum Research, Vol. 10, No 4, 2025
8. "An algorithm to predict shear wave velocity using well log data and deep learning algorithms"
   Farhad Mollaei, Ali Moradzadeh, Reza Mohebian
   International Journal of Mining and Geo-Engineering, Vol. 59, No 1, pp.31-42, 2025
9. "Pore size classification and prediction based on distribution of reservoir fluid volumes utilizing well logs and deep learning algorithm in a complex lithology"
   Hassan Bagheri, Reza Mohebian, Ali Moradzadeh, Behnia Azizzadeh Mehmandost Olya
   Artificial Intelligence in Geosciences, Vol. 5, 2024
10. "Novel approaches in geomechanical parameter estimation using machine learning methods and conventional well logs"
    Farhad Molaiy, Ali Moradzadeh, Reza Mohebian
    Geosystem Engineering, Vol. -, 2024
11. "ESTIMATION BRITTLENESS INDEX IN CARBONATE ENVIRONMENTS USING LOG AND LITHOLOGY DATA AND DEEP LEARNING TECHNIQUES"
    Farhad Molaiy, Ali Moradzadeh, Reza Mohebian
    Italian Journal of Engineering Geology and Environment, Vol. 2024, No 1, 2024
12. "A REVIEW OF DEEP LEARNING-DRIVEN ADVERSARIAL GENERATIVE ALGORITHMS IN SEISMIC EXPLORATION"
    BEHNIA AZIZZADEH MEHMANDOST OLYA, Reza Mohebian
    JOURNAL OF SEISMIC EXPLORATION, Vol. 33, No 3, pp.32-53, 2024
13. "A NEW APPROACH FOR SEISMIC INVERSION WITH GAN ALGORITHM"
    BEHNAM AZIZZADEH MEHMANDOST OLYA, Reza Mohebian, Ali Moradzadeh
    JOURNAL OF SEISMIC EXPLORATION, Vol. 33, No 3, pp.1-36, 2024
14. "Maximizing of the coverage and quality in micro resistivity image log by applying minimum weighted norm interpolation and anisotropic diffusion filter"
    Yahya Moradi Chaleshtori, Saeid Yarmohammadi, Reza Mohebian, Behnia Azizzadeh Mehmandost Olya
    International Journal of Mining and Geo-Engineering, Vol. 58, No 2, pp.221-227, 2024
15. "Toward Real-time Fracture Detection on Image Logs Using Deep Convolutional Neural Networks , YoloV5"
    Behnia Azizzadeh Mehmandost Olya, Reza Mohebian, Hassan Bagheri, Arzhan Mahdavi Hezaveh, Abolfazl Khan Mohammadi
    INTERPRETATION-A JOURNAL OF SUBSURFACE CHARACTERIZATION, Vol. 12, No 2, 2024
16. "Hydrocarbon potential evaluation in the Low Resistivity Pays (LRP) of Sarvak formation with combining Nuclear Magnetic Resonance (NMR) and seismic data, one of the hydrocarbon reservoirs in southwest of Iran"
    Sina Amirnezhad, Reza Mohebian, Abbas Bahrodi, Saman Jahanbakhshi
    International Journal of Mining and Geo-Engineering, Vol. Volume57, pp.413-426, 2023
17. "Hydrocarbon reservoir potential mapping through Permeability estimation by a CUDNNLSTM Deep Learning Algorithm"
    Behnia Azizzadeh mehmandost olya, Reza Mohebian
    International Journal of Mining and Geo-Engineering, Vol. .., 2023
18. "Q-FACTOR ESTIMATION FROM VERTICAL SEISMIC PROFILING (VSP) WITH DEEP LEARNING ALGORITHM, CUDNNLSTM"
    BEHNIA AZIZZADEH MEHMANDOST OLYA, Reza Mohebian
    JOURNAL OF SEISMIC EXPLORATION, Vol. 32, No 1, 2023
19. "A new approach to estimate and delineate the geothermal gradient of Iran"
    Shervin Bahramali Asadi Kelishami, Mohammad Ali Rezaei, Reza Mohebian
    GEOTHERMICS, Vol. 103, 2022
20. "Permeability Estimation Using an Integration of Multi-Resolution Graph-based Clustering and Rock Typing Methods in an Iranian Carbonate Reservoir"
    Reza Mohebian, Hassan Bagheri, Mahdi Kheirollahi, Hasan Bahrami
    Journal of petroleum science and technology, Vol. Volume 11, Issue 3, 2022
21. "HIGH-RESOLUTION SEISMIC IMPEDANCE INVERSION USING IMPROVED CEEMD WITH ADAPTIVE NOISE"
    ABOLFAZL KHAN MOHAMMADI, Reza Mohebian, Ali Moradzadeh
    JOURNAL OF SEISMIC EXPLORATION, Vol. 30, No 5, 2021
22. "A comprehensive perspective on pore connectivity and natural fracture analysis in Oligo-Miocene heterogeneous carbonates, southern Iran"
    Shervin Bahramali Asadi Kelishami, Reza Mohebian, OMIDREZA SALMIAN
    Geoenergy Sicence and Engineering, Vol. --, 2021
23. "Petrophysical rock typing (PRT) and evaluation of Cenomanian–Santonian lithostratigraphic units in southwest of Iran"
    Shervin Bahramali Asadi Kelishami, Reza Mohebian
    CARBONATES AND EVAPORITES, Vol. 36, No 1, 2021
24. "Identifying Gas-bearing Carbonates Reservoir Using Extended Elastic Impedance"
    Hessam Mansouri Siahgoli, Mohammad Ali Riahi, Bahare Heidari, Reza Mohebian
    Iranian Journal of Oil and Gas Science and Technology, Vol. 9, No 3, 2020
25. "Integrating neural, fuzzy logic, and neuro-fuzzy approaches using Ant Colony Optimisation for continuous domains to determine carbonate reservoir facies1"
    Reza Mohebian, Mohammad Ali Riahi
    Bollettino di Geofisica Teorica ed Applicata, Vol. 60, No 4, pp.569-582, 2019
26. "APPLICATION OF 2D RECURSIVE FILTER FOR ATTENUATING FOOTPRINT NOISE IN SEISMIC DATA PROCESSING"
    Reza Mohebian, Mohammad Ali Riahi
    JOURNAL OF SEISMIC EXPLORATION, Vol. 28, No 12, pp.577-591, 2019
27. "A Meta attribute for reservoir permeability classification using well logs and 3D seismic data with probabilistic neural network"
    Seyed Mohammad Hosseini, Mohammad Ali Riahi, Reza Mohebian
    Bollettino di Geofisica Teorica ed Applicata, Vol. 60, No 1, 2019
28. "Detection of channel by seismic texture analysis using Grey Level Co-occurrence Matrix based attributes"
    Reza Mohebian, Mohammad Ali Riahi, Omid Yousefi
    Journal of Geophysics and Engineering, Vol. 15, No 5, pp.1953-1962, 2018
29. "Detection of the gas-bearing zone in a carbonate reservoir using multi-class relevance vector machines (RVM): comparison of its performance with SVM and PNN"
    Reza Mohebian, Mohammad Ali Riahi, Mona Afjeh
    CARBONATES AND EVAPORITES, Vol. 33, No 3, pp.347-357, 2018
30. "Characterization of hydraulic flow units from seismic attributes and well data based on a new fuzzy procedure using ANFIS and FCM algorithms, example from an Iranian carbonate reservoir"
    Reza Mohebian, Mohammad Ali Riahi, Ali Kadkhodaie
    CARBONATES AND EVAPORITES, Vol. 34, No 2, pp.349-358, 2017
31. "A Comparative Study of the Neural Network, Fuzzy Logic, and Nero-fuzzy Systems in Seismic Reservoir Characterization: An Example from Arab (Surmeh) Reservoir as an Iranian Gas Field, Persian Gulf Basin"
    Reza Mohebian, Mohammad Ali Riahi, Ali Kadkhodaei
    Iranian Journal of Oil and Gas Science and Technology, Vol. 6, No 4, pp.33-55, 2017
32. "Channel detection using instantaneous spectral attributes in one of the SW Iran oil fields"
    Reza Mohebian, Mostafa Yari, Mohammad Ali Riahi, Reza Ghanati
    Bollettino di Geofisica Teorica ed Applicata, Vol. 54, No 3, 2013
33. "Estimation of Young's modulus using petrophysical logs and deep learning algorithms in one of Iran's hydrocarbon fields"
    فرهاد ملائی, Ali Moradzadeh, Reza Mohebian
    Journal of Mineral Resources Engineering, Vol. 10, No 2, pp.89-106, 2025
34. "Proposing a Deep Learning Algorithm for Estimating the Brittleness Index Using Conventional Log Data in the Asmari Formation of a Southwestern Iranian Oil Field"
    Farhad Mollaei, Reza Mohebian, Ali Moradzadeh
    Journal of Engineering Geology, Vol. 18, No 3, pp.341-364, 2024
35. "Estimation of geomechanical parameters using log data and MLP neural network algorithm in one of Iran's hydrocarbon fields"
    فرهاد ملائی, Ali Moradzadeh, Reza Mohebian
    Journal of Engineering Geology, Vol. 17, No 3, pp.23-40, 2024
36. "Prediction of shear wave velocity using petrophysical logs and deep learning algorithms in a hydrocarbon field in Iran"
    Farhad Mollaei, Ali Moradzadeh, Reza Mohebian
    Advanced applied geology, Vol. 14, No 3, pp.656-670, 2024
37. "Modeling of rock types using combination of core, well logs and seismic data: in a carbonate hydrocarbon reservoir in south west of Iran"
    Mahdi Kheirollahi, Golnaz Jozanikohan, Reza Mohebian, Ali Moradzadeh
    Journal of iran Petroleum Geology, Vol. 12, No 24, 2023
38. "Identification of fractures in Kangan and Dalan formations using the integration of FMI log and seismic attributes"
    EHSAN GOLMOHAMMADI, Ali Moradzadeh, Abolfazl Abdollahipour, Reza Mohebian, شروین بهرامعلی اسدی
    journal of Petroleum Research, Vol. --, 2022
39. "Identification of Channel Type from Stratigraphic Traps based on Seismic Attributes: a Case Study from the Shurijeh Formation, One of Gas Field in North-east of Iran"
    آرزو خیری, رامین نیکروز, علی کدخدایی, Reza Mohebian, رحیم کدخدایی
    journal of Petroleum Research, Vol. 32, No 124, pp.33-47, 2022
40. "Investigating the Effect of Facies Modeling and Seismic Data Integrating on Reducing the Uncertainty of Porosity Simulation in One of Iranꞌs Carbonate Reservoirs"
    Mohammad Ali Rezaee, Omid Asghari, Mohammad Emami Niri, Reza Mohebian
    Journal of petroleum science and technology, Vol. 31, No 117, 2021
41. "Combination of the Neural Network and Fuzzy Logic using ant colony for hydrocarbon facies analysis"
    Reza Mohebian, Mohammad Ali Riahi, Ali Kadkhodaie
    journal of Petroleum Research, Vol. 38, No 1, pp.97-109, 2018
42. "Application of Instantaneous Spectral Attributes for Detecting Hydrocarbon Sand Channels"
    Reza Mohebian, Mostafa Yari, Mohammad Ali Riahi
    journal of Petroleum Research, Vol. 74, No 23, pp.108-99, 2014
43. "Instantaneous spectral attributess obtained from the time-scale continuous wavelet transform (CWT) map."
    Mostafa Yari, Reza Mohebian, Mohammad Ali Riahi
    Scientific Quarterly Journal, GEOSCIENCES, Vol. 22, No 88, pp.67-74, 2013
44. "Instantaneous spectral attributes obtained from Time-Scale map contineous wavelet transform (CWT)"
    Mostafa Yari, Reza Mohebian, Mohammad Ali Riahi
    Scientific Quarterly Journal, GEOSCIENCES, Vol. 22, No 88, pp.74-67, 2013
45. "Application of real-time spectral indicators to identify oil well channels"
    Reza Mohebian, Mostafa Yari, Mohammad Ali Riahi
    journal of Petroleum Research, Vol. 103, No 74, pp.99-108, 2013
46. "Comparison of spectral decomposition methods to detect channels in one of the reservoirs of southwest Iran"
    Reza Mohebian, Mostafa Yari, Mohammad Ali Riahi
    Iranian Journal of Geophysics (IJG), Vol. 6, No 1, pp.84-94, 2012
47. "Single frequency seismic attributes obtained from continuous wavelet transform and matching persuade methods"
    Reza Mohebian, Mostafa Yari, Mohammad Ali Riahi
    Iranian Journal of Geophysics (IJG), Vol. 5, No 3, pp.83-93, 2011

Conference Paper

1. "A Novel GAN-Based Technique Towards Smarter Seismic Inversion"
   Reza Mohebian, BEHNAM AZIZZADEH MEHMANDOST OLYA
   ADIPEC 2025, Abu Dhabi, United Arab Emirates, 2025
2. "Automatic Clustering for Updating Local Variogram Models in Geostatistical Seismic Inversion"
   Shaghayegh Esmailzadeh Razlighi, Ali Moradzadeh, Omid Asghari, Reza Mohebian
   86th EAGE Annual Conference & Exhibition, Jun 2025, Volume 2025, p.1 - 5, 2025
3. "Estimating Q-Factor from Vertical Seismic Profiling Using Deep Learning Models"
   Sara Falah, Reza Mohebian, behnia Azizzadeh mehmandost olya
   86th EAGE Annual Conference & Exhibition, 2025
4. "A Comparison Between ANNs and Ant Tracking Outputs for Fault and Fracture Detection"
   Reza Mohammadi, Reza Mohebian
   ADIPEC, 2023
5. "Application of Blend and Stack Machine Learning Models to Predict Shear Wave Velocity Comparing to Greenberg-Castagna Method – A Case Study in One of South West Iranian Deep-Hard Carbonate Reservoir"
   Ali Zareiforoush, Reza Mohebian, Ali Moradzadeh, Abolfazl Abdollahipour, ALi Aminzadeh
   International Conference of Artificial intelligence, Data Science and Digital Transformation in Oil and Gas Industry, 2023
6. "Application of Instantaneous Spectral Attributes to Detect Oil-filled Channels"
   Reza Mohebian, Reza Ghanati
   74th EAGE Conference and Exhibition incorporating EUROPEC 2012, 2012
7. "Application of TFCWT on Seismic Reflection Data an Iranian Hydrocarboric Field"
   Mostafa Yari, Reza Mohebian, Mohammad Ali Riahi
   73rd EAGE Conference and Exhibition incorporating SPE EUROPEC 2011_EAGE, 2011
8. "Seismic Time-frequency Spectral Decomposition by Matching Pursuit to Detect Channels"
   Reza Mohebian, Mostafa Yari, Mohammad Ali Riahi, MohamadReza Vanaki
   73rd EAGE Conference and Exhibition incorporating SPE EUROPEC 2011, 2011
9. "Geostatistical Seismic Inversion with Adaptive Local Spatial Continuity Models"
   Shaghayegh Esmailzadeh Razlighi, Ali Moradzadeh, Omid Asghari, Reza Mohebian
   The 7th Applied Geophysics Conference in oil Exploration, 2025
10. "Improving Machine Learning Performance Using Data Augmentation of Well Logs for Predicting Pore Pressure"
    Ardavan Darkhal, Mohammad Emami Niri, Reza Mohebian, Mohammad Reza Saberi
    21st Iranian National Geophysical Conference, 2024
11. "Seismic inversion using GAN algorithm for exploration of hydrocarbon reserves"
    بهنیا عزیززاده مهماندوست علیا, Reza Mohebian, Ali Moradzadeh
    9th International Conference on Chemical, Petroleum and Environmental Engineering, 2024
12. "Application of TFCWT time-frequency continuous wavelet transform spectral analysis method for detecting hydrocarbon reservoirs"
    Mostafa Yari, Reza Mohebian, Mohammad Ali Riahi
    The 8th Iran Mining Engineering Student Conference, 2011
13. "Application of spectral analysis to identify gas hydrates in Oman Sea"
    Mostafa Yari, Reza Mohebian, Mohammad Ali Riahi
    The first national conference of gas hydrates of Iran, May 2019, Tehran, Sharif University of Technology, 2011