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Roohollah Shirani Faradonbeh

Curtin University

33H-index
80Paper Count
3.2KCitation Count
Published Papers 42
Publication Date
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Smart prediction of intact rock properties using infrared thermography measurements and AI-driven algorithms
errEngineering Geology
IF8.4
err2026-08-01
err0
PREAI
errMa, Junjie; Mineo, Simone; Faradonbeh, Roohollah Shirani; Pappalardo, Giovanna
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errSave
A Systematic Review of Path Planning for Mining Fleet Automation: Trends, Challenges, and Future Directions
errMining Metallurgy & Exploration
IF2
err2026-05-01
err1
PREAI
errSamaei, Masoud; Faradonbeh, Roohollah Shirani; Topal, Erkan
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errSave
Hybrid Convolutional Neural Network–Convolutional Long Short-Term Memory (CNN–ConvLSTM) Model for Spatiotemporal Elevation Change Prediction in Tailings Storage Facilities
errArabian Journal for Science and Engineering
IF2.9
err2026-03-13
err0
errOAAI
errWang Lu; Roohollah Shirani Faradonbeh; Hui Xie; Phillip Stothard
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errSave
Machine learning approaches for overbreak and underbreak prediction in underground mining: a literature review
errinternational journal of mining, reclamation and environment
IF0
err2026-02-25
err0
errOAAI
errSina Taheri; Erkan Topal; Roohollah Shirani Faradonbeh; Hyongdoo Jang
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errSave
Investigation of Asymmetric Failure Mechanism in Perforated Soft Rock Under Coupled Dynamic–Static Loads: Multiscale Insights into Cavity-Induced Dynamic Responses
errRock Mechanics and Rock Engineering
IF6.6
err2026-02-06
err0
PREAI
errHongtao Liu; Zihan Chen; Zhou Han; Mostafa Sharifzadeh; Roohollah Shirani Faradonbeh; Danqi Li
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errSave
Editorial for the Special Issue Mine Automation and New Technologies
errMining
IF0
err2026-02-04
err0
errOAAI
errFaradonbeh, Roohollah Shirani; Stothard, Phillip; Solomon, Robert
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errSave
State-of-the-Art Path Optimisation for Automated Open-Pit Mining Drill Rigs: A Deterministic Approach
errApplied Sciences-Basel
IF2.5
err2026-01-20
err0
PREAI
errSamaei, Masoud; Faradonbeh, Roohollah Shirani; Topal, Erkan; Goodwin, Joshua
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errSave
Production scheduling optimisation using mixed integer programming with machine learning dilution prediction capabilities for underground open stoping operations
errMACHINE LEARNING WITH APPLICATIONS
IF4.9
err2025-11-01
err0
errOAAI
errChimunhu, Prosper; Topal, Erkan; Asad, Mohammad Waqar Ali; Faradonbeh, Roohollah Shirani; Ajak, Ajak Duany
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errSave
Toward Sustainable Mining: Exploring Alternative Mineral Resources and Innovative Extraction Techniques
errMining
IF0
err2025-10-18
err0
PREAI
errFaradonbeh, Roohollah Shirani; Shah, Mohammad Imtiaz; Bahadori, Moein; Jang, Hyoongdoo
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errSave
Deep Learning for Predicting Surface Elevation Change in Tailings Storage Facilities from UAV-Derived DEMs
errAPPLIED SCIENCES-BASEL
IF2.5
err2025-10-13
err0
errOAAI
errLu, Wang; Shirani Faradonbeh, Roohollah; Xie, Hui; Stothard, Phillip
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errSave
Predicting overbreak and underbreak in underground longhole stoping using meta-soft computing models
errTunnelling and Underground Space Technology
IF7.4
err2025-07-06
err0
errOAAI
errSina Taheri; Erkan Topal; Hoang Nguyen; Hyongdoo Jang; Roohollah Shirani Faradonbeh
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errSave
Mechanisms and rock strength measurement of two-wing polycrystalline diamond compact drill bits
errMEASUREMENT
IF5.6
err2025-02-01
err0
PREAI
errGuo, Feng; Zhang, Nong; Faradonbeh, Roohollah Shirani; Wei, Qun; Xie, Zhengzheng
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errSave
Novel multifractal-based classification model for the quality grades of surrounding rock within tunnels
errUNDERGROUND SPACE
IF8.3
err2025-02-01
err5
PREAI
errMa, Junjie; Li, Tianbin; Zhang, Zhen; Faradonbeh, Roohollah Shirani; Sharifzadeh, Mostafa; Ma, Chunchi
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errSave
Data-Driven Approach for Intelligent Classification of Tunnel Surrounding Rock Using Integrated Fractal and Machine Learning Methods
errFRACTAL AND FRACTIONAL
IF3.3
err2024-11-21
err0
errOAAI
errMa, Junjie; Li, Tianbin; Shirani Faradonbeh, Roohollah; Sharifzadeh, Mostafa; Wang, Jianfeng; Huang, Yuyang; Ma, Chunchi; Peng, Feng; Zhang, Hang
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errSave
Enhancing earth dam slope stability prediction with integrated AI and statistical models
errAPPLIED SOFT COMPUTING
IF6.6
err2024-10-01
err2
PREAI
errBaghbani, Abolfazl; Faradonbeh, Roohollah Shirani; Lu, Yi; Soltani, Amin; Kiany, Katayoon; Baghbani, Hasan; Abuel-Naga, Hossam; Samui, Pijush
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errSave
Intelligent Approaches for Predicting the Intact Rock Mechanical Parameters and Crack Stress Thresholds
errROCK MECHANICS AND ROCK ENGINEERING
IF6.6
err2024-05-26
err1
PREAI
errShakeri, Jamshid; Pepe, Giacomo; Faradonbeh, Roohollah Shirani; Ghaderi, Zaniar; Pappalardo, Giovanna; Cevasco, Andrea; Mineo, Simone
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errSave
Real-time classification model for tunnel surrounding rocks based on high-resolution neural network and structure-optimizer hyperparameter optimization
errCOMPUTERS AND GEOTECHNICS
IF6.2
err2024-04-01
err10
PREAI
errMa, Junjie; Ma, Chunchi; Li, Tianbin; Yan, Wenjin; Faradonbeh, Roohollah Shirani; Long, Haitao; Dai, Kunkun
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errSave
Mine Closure Surveillance and Feasibility of UAV-AI-MR Technology: A Review Study
errMINERALS
IF2.2
err2024-01-19
err0
errOAAI
errSamaei, Masoud; Stothard, Phillip; Faradonbeh, Roohollah Shirani; Topal, Erkan; Jang, Hyongdoo
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errSave
Predicting ultimate condition and transition point on axial stress-strain curve of FRP-confined concrete using a meta-heuristic algorithm
errCOMPOSITE STRUCTURES
IF7.1
err2023-01-01
err7
PREAI
errPour, Ali Fallah; Faradonbeh, Roohollah Shirani; Gholampour, Aliakbar; Ngo, Tuan D.
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errSave
Fatigue Failure Characteristics of Sandstone Under Different Confining Pressures
errROCK MECHANICS AND ROCK ENGINEERING
IF6.6
err2022-01-15
err33
PREAI
errFaradonbeh, Roohollah Shirani; Taheri, Abbas; Karakus, Murat
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Research Directions

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Co-authors
Cooperation Journals
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Danial Jahed Armaghani
H-index: 98 · Papers: 500
张政 cover
张政 (Zheng Zhang)
H-index: 92 · Papers: 1.4K
T
Tuan Ngo
H-index: 82 · Papers: 595
H
Hoang Nguyen
H-index: 60 · Papers: 232
M
Mahdi Hasanipanah
H-index: 56 · Papers: 108
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