| Application of Gradient Boosting Machine Learning Algorithms to Predict Uniaxial Compressive Strength of Soft Sedimentary Rocks at Thar Coalfield NM Shahani, M Kamran, X Zheng, C Liu, X Guo Advances in Civil Engineering 2021, 2021 | 72 | 2021 |
| Developing an XGBoost Regression Model for Predicting Young’s Modulus of Intact Sedimentary Rocks for the Stability of Surface and Subsurface Structures NM Shahani, X Zheng, C Liu, FU Hassan, P Li Frontiers in Earth Science 9, 1-13, 2021 | 63 | 2021 |
| Predictive modeling of drilling rate index using machine learning approaches: LSTM, simple RNN, and RFA NM Shahani, M Kamran, X Zheng, C Liu Petroleum Science and Technology 40 (5), 534-555, 2022 | 54 | 2022 |
| An integrated entropy weight and grey clustering method–based evaluation to improve safety in mines IM Jiskani, S Han, AU Rehman, NM Shahani, M Tariq, MA Brohi Mining, Metallurgy & Exploration 38 (4), 1773-1787, 2021 | 51 | 2021 |
| Overcoming mine safety crisis in Pakistan: An appraisal IM Jiskani, B Ullah, KS Shah, S Bacha, NM Shahani, M Ali, A Maqbool, ... Process safety progress 38 (4), e12041, 2019 | 47 | 2019 |
| Instability mechanism and coupling support technology of full section strong convergence roadway with a depth of 1350 m Q Zhan, NM Shahani, X Zheng, Z Xue, Y He Engineering Failure Analysis 139, 106374, 2022 | 31 | 2022 |
| Machine learning-based intelligent prediction of elastic modulus of rocks at thar coalfield NM Shahani, X Zheng, X Guo, X Wei Sustainability 14 (6), 3689, 2022 | 29 | 2022 |
| Decision support system for the prediction of mine fire levels in underground coal mining using machine learning approaches M Kamran, NM Shahani Mining, Metallurgy & Exploration 39 (2), 591-601, 2022 | 28 | 2022 |
| Recognition of interface and category of roadway roof strata based on drilling parameters C Liu, Q Zhan, L Yang, X Zheng, P Li, NM Shahani Journal of Petroleum Science and Engineering 204, 108724, 2021 | 26 | 2021 |
| Fault tree analysis and prevention strategies for gas explosion in underground coal mines of Pakistan NM Shahani, MJ Sajid, X Zheng, IM Jiskani, MA Brohi, M Ali, B Ullah, ... Mining of Mineral Deposits 13 (4), 121-128, 2019 | 24 | 2019 |
| Comparative analysis of coal Miner’s fatalities by fuzzy logic NM Shahani, MJ Sajid, IM Jiskani, B Ullah, AR Qureshi Journal of Mining and Environment 12 (1), 77-87, 2021 | 22 | 2021 |
| Statistical analysis of fatalities in underground coal mines in Pakistan NM Shahani, MJ Sajid, X Zheng, MA Brohi, IM Jiskani, F Ul Hassan, ... Energy sources, part a: recovery, utilization, and environmental effects 47 …, 2025 | 21 | 2025 |
| Decision support system for underground coal pillar stability using unsupervised and supervised machine learning approaches M Kamran, NM Shahani, DJ Armaghani Geomechanics and Engineering 30 (2), 107-121, 2022 | 21 | 2022 |
| Calculating inter-sectoral carbon flows of a mining sector via hypothetical extraction method MJ Sajid, N Shahani, M Ali Journal of Mining and Environment 10 (4), 853-867, 2019 | 21 | 2019 |
| Predictive modeling of the uniaxial compressive strength of rocks using an artificial neural network approach X Wei, NM Shahani, X Zheng Mathematics 11 (7), 1650, 2023 | 15 | 2023 |
| Numerical Analysis of Top Coal Recovery Ratio by using Discrete Element Method SL Niaz Muhammad Shahani, Zhijun Wan, Li Guichen, Fahad Irfan Siddiqui ... Pak. J. Engg. Appl. Sci. 25 (July), 26–35, 2019 | 15* | 2019 |
| Numerical modeling of longwall top coal caving method at thar coalfield NM SHAHANI, Z WAN, X ZHENG, L GUICHEN, C LIU, FI SIDDIQUI, G BIN Journal of Metals, Materials and Minerals 30 (1), 57-72, 2020 | 14 | 2020 |
| Predicting angle of internal friction and cohesion of rocks based on machine learning algorithms NM Shahani, B Ullah, KS Shah, FU Hassan, R Ali, MA Elkotb, ... Mathematics 10 (20), 3875, 2022 | 13 | 2022 |
| Evaluation of physical and environmental working conditions of underground coal mines within the framework of ergonomics IM Jiskani, S Han, NM Shahani, M Ali, I Dianat, SR Chalgri International Journal of Mining and Mineral Engineering 11 (3), 240-256, 2020 | 13 | 2020 |
| Application of soft computing methods to estimate uniaxial compressive strength and elastic modulus of soft sedimentary rocks NM Shahani, X Zheng, C Liu, P Li, FU Hassan Arabian Journal of Geosciences 15 (5), 384, 2022 | 12 | 2022 |
Izhar Mithal JiskaniDepartment of Sustainability and Planning, Aalborg University, DenmarkVerified email at plan.aau.dk