جعفر حسن پور

1. Application of the Stacking-Ensemble Machine Learning Algorithm to Investigate the Rock Mass Cuttability Index in Different Lithological Units Using Tunnel Boring Machine Performance Data............

Samadi Hannan، Hassanpour Jafar (2025)., ROCK MECHANICS AND ROCK ENGINEERING, 2025(Online First).

3. Empirical models for estimating penetration rate of tunnel boring machines in rock mass

Yazitova Aitolkyn، Coffi Adoko Amoussou، Hassanpour Jafar، Yagiz Saffet (2025)., Bulletin of Engineering Geology and the Environment, 84(1).

4. Assessment of the Relationship Between Rock Mass Classification Systems Using Hybrid XGBoost Algorithms: Insights from the Mechanized Tunnelling Project Database

Samadi Hanan، Hassanpour Jafar، Rostami Jamal (2024)., ROCK MECHANICS AND ROCK ENGINEERING, 83(10).

5. Investigating the reactivation potential of an old huge dormant landslide adjacent to the Miyaneh-Ardabil railway Iran

Khayyati Motlagh Marzieh، Hassanpour Jafar (2024)., Geopersia, 14(Online First), 271-289.

6. Assessment of shear strength of fine-grained and coarse-grained soil using actual EPB-TBM operating data

Samadi Hannan، Hassanpour Jafar، Rostami Jamal (2024)., International Journal of Geo-Engineering, 15(1).

7. Disc cutter wear/life analysis in a long tunnel excavated in strong to very strong, abrasive rocks

Karimi Hajar، ماشااله خامه چیان، Hassanpour Jafar (2024)., Bulletin of Engineering Geology and the Environment, 83(10).

8. Engineering Geological Hazards Along Doroud-KhorramAbad Railway Rock NATM Tunnels

Taeighazali Sadegh، Samadi Hannan، Hassanpour Jafar، Rostami Jamal، Hamidishad Mohammad Hossein (2024)., 58th U.S. Rock Mechanics/Geomechanics Symposium, 23-26 June, Denver, United States Of America (USA).

9. Appraisal of Boreability Characteristics of Rocks to Estimate the TBM Advancement

Yagiz Saffet، Yazitova A.، Smirnov A.، Thyagarajan V.M.، Hassanpour Jafar (2024)., 58th U.S. Rock Mechanics/Geomechanics Symposium, 23-26 June, Denver, United States Of America (USA).

10. Application of Supervised Learning Algorithms to Predict Engineering Characteristics of Soft to Strong Rock Masses Using Actual TBM Performance Data

Samadi Hannan، Hassanpour Jafar، Rostami Jamal، Khatti Jitendra (2024)., 58th U.S. Rock Mechanics/Geomechanics Symposium, 23-26 June, Denver, United States Of America (USA).

11. Predicting Maximum Settlement Induced by EPB Shield Tunneling Through Image Processing and an Intelligent Approach

Yazdanparast Mehdi، Ayyab Koushkgozar Hossein، Hassanpour Jafar، Kahaki Abolfazl، Khodagholi Mohsen (2024)., KSCE Journal of Civil Engineering, online(28), 1-12.

12. EPB-TBM cutterhead torque and thrust modelling in rock tunnels through an analytical method and TSFS model

Samadi Hannan، Hassanpour Jafar (2024)., Heliyon, 10(11), e31773.

14. 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)

Samadi Hannan، Karimi Hajar، ماشااله خامه چیان، Hassanpour Jafar (2024)., ROCK MECHANICS AND ROCK ENGINEERING, online(online).

15. Assessment of TBM performance in different types of rocks using supervised learning techniques

Samadi Hannan، Hassanpour Jafar، Rostami Jamal، Moghbeli Armin (2024)., World Tunnel Congress 2024, 19-25 April, Beijing, China.

16. Development of a hard rock TBM performance prediction model using RMR input parameters

دردشتی آمنه، Rostami Jamal، اجل لوئیان رسول، Hassanpour Jafar، Salimi Alireza (2024)., World Tunnel Congress 2024, 19-25 April, Beijing, China.

17. Introduction of a modified QTBM model for predicting TBM penetration rate in rock, based on data from mechanized tunneling projects in Iran

Hassanpour Jafar، KAZEMI Chamran، Rostami Jamal (2024)., Bulletin of Engineering Geology and the Environment, 83(5).

5. Prediction of earth pressure balance for EPB-TBM using machine learning algorithms

Samadi Hannan، Hassanpour Jafar، Rostami Jamal (2023)., International Journal of Geo-Engineering, 14(1).

6. Performance Predictions of Hard Rock TBM in Subcritical Cutter Load Conditions

دردشتی آمنه، رسول اجل لوئیان، Rostami Jamal، Hassanpour Jafar، Salimi Alireza (2023)., ROCK MECHANICS AND ROCK ENGINEERING, online(online).

7. Evaluation of foam application in providing required conditioning for EPB hard rock TBMs

Firouzei Yavar، Hassanpour Jafar، Peila Daniele، Taeighazali Sadegh، Todaro Carmine (2023)., Geomechanik und Tunnelbau, 16(4), 409-421.