Répertoire du corps professoral

Publications des 5 dernières années

Machine learning with SHapley additive exPlanations for evaluating mine truck productivity under real-site weather conditions at varying temporal resolutions International Journal of Mining, Reclamation and Environment, 2024/11/25. Chengkai Fan, Chathuranga Balasooriya Arachchilage, Na Zhang, Bei Jiang, Wei Victor Liu. DOI 10.1080/17480930.2024.2348877

Hybrid extreme gradient boosting regressor models for the multi-objective mixture design optimization of cementitious mixtures incorporating mine tailings as fine aggregates Cement and Concrete Composites, 2024/11. Chathuranga Balasooriya Arachchilage, Guangping Huang, Jian Zhao, Chengkai Fan, Wei Victor Liu. DOI 10.1016/j.cemconcomp.2024.105787

Machine learning-assisted characterization of the thermal conductivity of cement-based grouts for borehole heat exchangers Construction and Building Materials, 2024/10. Jian Zhao, Chengkai Fan, Guangping Huang, Yunting Guo, Chathuranga Balasooriya Arachchilage, Rajender Gupta, Wei Victor Liu. DOI 10.1016/j.conbuildmat.2024.138506

Deep Neural Network Models for Improving Truck Productivity Prediction in Open-pit Mines Mining, Metallurgy & Exploration, 2024/04. Omer Faruk Ugurlu, Chengkai Fan, Bei Jiang, Wei Victor Liu. DOI 10.1007/s42461-024-00924-4

Using deep neural networks coupled with principal component analysis for ore production forecasting at open-pit mines Journal of Rock Mechanics and Geotechnical Engineering, 2024/03. Chengkai Fan, Na Zhang, Bei Jiang, Wei Victor Liu. DOI 10.1016/j.jrmge.2023.06.005

Forecasting unconfined compressive strength of calcium sulfoaluminate cement mixtures using ensemble machine learning techniques integrated with shapely-additive explanations Construction and Building Materials, 2023/12. Chathuranga Balasooriya Arachchilage, Guangping Huang, Chengkai Fan, Wei Victor Liu. DOI 10.1016/j.conbuildmat.2023.134083

A machine learning model to predict unconfined compressive strength of alkali-activated slag-based cemented paste backfill Journal of Rock Mechanics and Geotechnical Engineering, 2023/11. Chathuranga Balasooriya Arachchilage, Chengkai Fan, Jian Zhao, Guangping Huang, Wei Victor Liu. DOI 10.1016/j.jrmge.2022.12.009

Effects of site operating conditions on real site TKPH (tonne-kilometer-per-hour) of ultra-large off-the-road tires Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 2023/04/03. Shaosen Ma, Chengkai Fan, Wei Victor Liu. DOI 10.1177/09544070231166166

Weighted ensembles of artificial neural networks based on Gaussian mixture modeling for truck productivity prediction at open-pit mines Mining, Metallurgy & Exploration, 2023/04. Chengkai Fan, Na Zhang, Bei Jiang, Wei Victor Liu. DOI 10.1007/s42461-023-00747-9

Preprocessing large datasets using Gaussian mixture modelling to improve prediction accuracy of truck productivity at mine sites Archives of Mining Sciences, 2022/12/27. Chengkai Fan, Na Zhang, Bei Jiang, Wei Victor Liu. DOI 10.24425/AMS.2022.143680

Prediction of truck productivity at mine sites using tree-based ensemble models combined with Gaussian mixture modelling International Journal of Mining, Reclamation and Environment, 2022/11/03. Chengkai Fan, Chengkai Fan, Na Zhang, Bei Jiang, Wei Victor Liu. DOI 10.1080/17480930.2022.2142425

Strain characteristics and permeability evolution of faults under stress disturbance monitoring by fibre bragg grating sensing and pressure pulses Geomechanics and Geophysics for Geo-Energy and Geo-Resources, 2021/11. Lifeng Xu, Qi Li, Simon A. Mathias, Yongsheng Tan, Duoxing Yang, Chengkai Fan. DOI 10.1007/s40948-021-00289-8

A critical review of distributed fiber optic sensing for real-time monitoring geologic CO2 sequestration Journal of Natural Gas Science and Engineering, 2020/12/13. DOI 10.1016/j.jngse.2020.103751

Impact assessment of interlayers on geological storage of carbon dioxide in Songliao Basin Oil & Gas Science and Technology - Rev. IFP Energies nouvelles, 2019/12/11. DOI 10.2516/ogst/2019059

Fiber Bragg grating-based experimental and numerical investigations of CO <inf>2</inf> migration front in saturated sandstone under subcritical and supercritical conditions Greenhouse Gases: Science and Technology, 2019. Fan, C., Li, Q., Ma, J., Yang, D.. DOI 10.1002/ghg.1838

Dynamic optical fiber monitoring of water-saturated sandstone during supercritical CO <inf>2</inf> injection at different sequestration pressures Environmental Science and Engineering, 2019. Fan, C., Li, Q., Li, X., Niu, Z., Xu, L.. DOI 10.1007/978-981-13-2227-3_2