| Enhanced group method of data handling (GMDH) for permeability prediction based on the modified Levenberg Marquardt technique from well log data AK Mulashani, C Shen, BM Nkurlu, CN Mkono, M Kawamala Energy 239, 121915, 2022 | 71 | 2022 |
| Recent Advances in Carbon Dioxide Sequestration in Deep Unmineable Coal Seams Using CO2-ECBM Technology: Experimental Studies, Simulation, and Field … GC Mwakipunda, Y Wang, MM Mgimba, MR Ngata, J Alhassan, ... Energy & Fuels 37 (22), 17161-17186, 2023 | 15 | 2023 |
| Deep learning integrated approach for hydrocarbon source rock evaluation and geochemical indicators prediction in the Jurassic-Paleogene of the Mandawa basin, SE Tanzania CN Mkono, C Shen, AK Mulashani, GC Mwakipunda Energy 284, 129232, 2023 | 12 | 2023 |
| Response of ecosystem services to land use change in Madagascar island, africa: A multi-scale perspective F Tiandraza, S Qu, S Hu, CN Mkono, A Tikhomirova, ... International Journal of Environmental Research and Public Health 20 (4), 3060, 2023 | 10 | 2023 |
| An improved permeability estimation model using integrated approach of hybrid machine learning technique and shapley additive explanation CN Mkono, C Shen, AK Mulashani, P Nyangi Journal of Rock Mechanics and Geotechnical Engineering, 2024 | 5 | 2024 |
| A Novel Hybrid Machine Learning Approach and Basin Modeling for Thermal Maturity Estimation of Source Rocks in Mandawa Basin, East Africa CN Mkono, C Shen, AK Mulashani, MR Ngata, W Hussain Natural Resources Research, 2024 | 3 | 2024 |
| An Improved Computational Learning-Based Model for Estimating Total Organic Carbon in Unconventional Shale Reservoirs CN Mkono, Z Yang, H Liu, C Guo Trends in Petroleum Engineering 3 (1), 1-12, 2023 | 2 | 2023 |
| Systematic Review and Perspectives of Methane (CH4) Classifications and Production Methods from CH4 Hydrate Reservoirs EE Kasala, J Wang, CN Mkono, W Hussain Energy & Fuels 38 (20), 19293-19335, 2024 | 1 | 2024 |
| A novel hybrid group method of data handling and Levenberg Marquardt model for estimating total organic carbon in source rocks with explainable artificial intelligence CN Mkono, C Shen, AK Mulashani, EJM Carranza, DC Kalibwami, ... Engineering Applications of Artificial Intelligence 144, 110137, 2025 | | 2025 |
| Improved Reservoir Porosity Estimation Using an Enhanced Group Method of Data Handling with Differential Evolution Model and Explainable Artificial Intelligence CN Mkono, S Chuanbo, AK Mulashani, EN Abelly, EE Kasala, ... SPE Journal, 1-19, 2025 | | 2025 |
| A novel hybrid machine learning and explainable artificial intelligence approaches for improved source rock prediction and hydrocarbon potential in the Mandawa Basin, SE Tanzania CN Mkono, C Shen, AK Mulashani, GC Mwakipunda, EE Nyakilla, ... International Journal of Coal Geology, 104699, 2025 | | 2025 |
| Journal of Rock Mechanics and Geotechnical Engineering CN Mkono, C Shen, AK Mulashani, P Nyangi | | 2024 |