About
I am a PhD candidate at the Department of Built Environment, doing research related to offshore geotechnics. The goals are associated with site characterization and foundation design for offshore wind turbine farms by developing an integrated ground model to represent the subsurface geotechnical parameters in 3D using physics-informed machine learning analyses.
Field of study
Publications and research
Scientific publications
Shakeri, Jamshid;
Ghorbani, Ebrahim
; Taheri, Abbas
(2026).
A review of deep mining challenges, hazard mitigation, design approaches, and support methods.
Underground Space.
https://doi.org/10.1016/j.undsp.2025.10.011
Ghorbani, Ebrahim
; Shahinfar, Marjan; Taheri, Abbas
(2025).
A review of the geological characterization, classification, modeling, and case studies of anisotropic rock masses.
Deep Resources Engineering.
Vol. 2.
https://doi.org/10.1016/j.deepre.2025.100219
Ghorbani, Ebrahim
; Yagiz, Saffet
(2025).
Comprehensive Models for Estimating Drag Force of Conical Picks Using Relieved Small-Scale LCM Tests Data.
Rock Mechanics and Rock Engineering.
https://doi.org/10.1007/s00603-025-04967-x
Ghorbani, Ebrahim
(2025).
Discussion on “Prediction of Engineering Characteristics of Rock Masses Using Actual TBM Performance Data with Supervised and Unsupervised Learning Algorithms (a Case Study in Strong to Very Strong Igneous and Pyroclastic Rocks)” [Rock Mech Rock Eng 57:7223–7252].
Rock Mechanics and Rock Engineering.
https://doi.org/10.1007/s00603-025-04399-7
Ghorbani, Ebrahim
; Yagiz, Saffet
(2024).
Estimating the penetration rate of tunnel boring machines via gradient boosting algorithms.
Engineering Applications of Artificial Intelligence.
Vol. 136.
https://doi.org/10.1016/j.engappai.2024.108985
Ghorbani, Ebrahim
; Yagiz, Saffet
(2024).
Predicting disc cutter wear using two optimized machine learning techniques.
Archives of Civil and Mechanical Engineering (ACME).
Vol. 24.
https://doi.org/10.1007/s43452-024-00911-y
Ezazi, Mohammad;
Ghorbani, Ebrahim
; Shafiei, Ali; Teshnizi, Ebrahim Sharifi; O’Kelly, Brendan C.
(2024).
Laboratory Hydraulic Tensile Strength Correlation with Strength-Based Brittleness Indices for Carbonate Reservoirs.
Geosciences.
Vol. 14.
https://doi.org/10.3390/geosciences14020052
Ghorbani, Ebrahim
; Moosavi, Mahdi; Hossaini, Mohammad Farouq; Assary, Mehdi; Golabchi, Yousef
(2020).
Determination of initial stress state and rock mass deformation modulus at Lavarak HEPP by back analysis using ant colony optimization and multivariable regression analysis.
Bulletin of Engineering Geology and the Environment.
Vol. 80.
https://doi.org/10.1007/s10064-020-01936-2
