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Derek B. Apel

Observed names: Apel, Derek, Apel, Derek B., D B Apel, D. Apel, D. B. Apel, D.B. Apel, DB Apel, Derek B. Apel, Derek Apel, Derek B Apel, Derek B. B Apel, M.Sepehri D.B. Apel
Observed institutions: Georgia Institute of Technology, Cameco (Canada), University of Alberta, Chongqing University, Missouri University of Science and Technology, Queen's University, Canadian Natural Resources, State Key Laboratory of Coal Mine Disaster Dynamics and Control
ORCID: 0000-0002-5402-7036
Observed ORCID: 0000-0002-5402-7036
OpenAlex ID: A5103483440
Machine learning methods for rockburst prediction-state-of-the-art review
2019 · Yuanyuan Pu, Derek B. Apel, et al. · International Journal of Mining Science and Technology · 200
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Image Recognition of Coal and Coal Gangue Using a Convolutional Neural Network and Transfer Learning
2019 · Yuanyuan Pu, Derek B. Apel, et al. · Energies · 147
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Rockburst prediction in kimberlite with unsupervised learning method and support vector classifier
2019 · Yuanyuan Pu, Derek B. Apel, et al. · Tunnelling and Underground Space Technology · 127
Numerical modeling for rockbursts: A state-of-the-art review
2020 · Jun Wang, Derek B. Apel, et al. · Journal of Rock Mechanics and Geotechnical Engineering · 106
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Using machine learning approach for microseismic events recognition in underground excavations: Comparison of ten frequently-used models
2020 · Yuanyuan Pu, Derek B. Apel, et al. · Engineering Geology · 97
Use of machine learning algorithms to assess the state of rockburst hazard in underground coal mine openings
2021 · Łukasz Wojtecki, Sebastian Iwaszenko, et al. · Journal of Rock Mechanics and Geotechnical Engineering · 96
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Rockburst prediction in kimberlite using decision tree with incomplete data
2018 · Yuanyuan Pu, Derek B. Apel, et al. · Journal of Sustainable Mining · 86
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Evaluation of mining-induced energy and rockburst prediction at a diamond mine in Canada using a full 3D elastoplastic finite element model
2019 · Mohammadali Sepehri, Derek B. Apel, et al. · Engineering Geology · 80
Prediction of mining-induced surface subsidence and ground movements at a Canadian diamond mine using an elastoplastic finite element model
2017 · Mohammadali Sepehri, Derek B. Apel, et al. · International Journal of Rock Mechanics and Mining Sciences · 80
Rock fracture density characterization using measurement while drilling (MWD) techniques
2018 · Mohammad Babaei Khorzoughi, Robert Hall, et al. · International Journal of Mining Science and Technology · 79
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A Review of Reliability and Fault Analysis Methods for Heavy Equipment and Their Components Used in Mining
2022 · Prerita Odeyar, Derek B. Apel, et al. · Energies · 71
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Thermal properties of lightweight dry-mix shotcrete containing expanded perlite aggregate
2014 · W.V. Liu, D.B. Apel, et al. · Cement and Concrete Composites · 68
Advancements in Machine Learning for Optimal Performance in Flotation Processes: A Review
2024 · Alicja Szmigiel, Derek B. Apel, et al. · Minerals · 54
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FlotationNet: A hierarchical deep learning network for froth flotation recovery prediction
2020 · Yuanyuan Pu, Alicja Szmigiel, et al. · Powder Technology · 53
Step-path failure mechanism and stability analysis of water-bearing rock slopes based on particle flow simulation
2024 · Jie Chen, Jue Tong, et al. · Theoretical and Applied Fracture Mechanics · 51
Study on instability fracture and simulation of surrounding rock induced by fault activation under mining influence
2023 · Jie Chen, Kaiwen Shi, et al. · Rock Mechanics Bulletin · 47
Evaluation of burst liability in kimberlite using support vector machine
2018 · Yuanyuan Pu, Derek B. Apel, et al. · Acta Geophysica · 46
Rockbursting Potential of Kimberlite: A Case Study of Diavik Diamond Mine
2017 · Paul Leveille, Mohammadali Sepehri, et al. · Rock Mechanics and Rock Engineering · 43
Analysis of the damage mechanism of strainbursts by a global-local modeling approach
2022 · Jun Wang, Derek B. Apel, et al. · Journal of Rock Mechanics and Geotechnical Engineering · 41
Purities prediction in a manufacturing froth flotation plant: the deep learning techniques
2020 · Yuanyuan Pu, Alicja Szmigiel, et al. · Neural Computing and Applications · 40
Assessment of digital image correlation method in determining large scale cemented rockfill strains
2018 · Bob A. Lingga, Derek B. Apel, et al. · International Journal of Mining Science and Technology · 39
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Evaluation of the performance of yielding rockbolts during rockbursts using numerical modeling method
2022 · Jun Wang, Derek B. Apel, et al. · International Journal of Coal Science & Technology · 37
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A Principal Component Analysis/Fuzzy Comprehensive Evaluation for Rockburst Potential in Kimberlite
2018 · Yuanyuan Pu, Derek Apel, et al. · Pure and Applied Geophysics · 37
An Attempt to Use Machine Learning Algorithms to Estimate the Rockburst Hazard in Underground Excavations of Hard Coal Mine
2021 · Łukasz Wojtecki, Sebastian Iwaszenko, et al. · Energies · 36
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Choice of the Arch Yielding Support for the Preparatory Roadway Located near the Fault
2022 · Krzysztof Skrzypkowski, Krzysztof Zagórski, et al. · Energies · 34
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Works count: 109
Citation count: 2,378
H-index: 26
I10-index: 49
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