田建伟,教授,入选国家海外高层次人才(青年项目)。长期从事与能源岩石力学与储层地质力学相关的研究工作,为深地能源资源开发提供理论与技术支撑。在Comput. Geotech、FUEL、CMAME等国内外顶级期刊上发表论文20余篇。担任期刊《Green and Smart Mining Engineering》的编委,《Deep Underground Science and Engineering》和《矿业科学学报》的青年编委。
欢迎感兴趣的本科生,硕士生和博士生联系加入团队,格物致知,止于至善!
研究方向主要包括:(1)深部岩体多物理场耦合模拟分析;(2)地下多孔介质溶质反应运移;(3)多孔介质孔隙尺度多相流及界面现象分析;(4)生成式AI 模型(CGAN 和 VAE)和算子型神经网络在岩体变形失稳和流体迁移中的应用。
主要应用领域包括:深地储能,非常规地质能源开发,CO2 矿化封存和其它资源绿色开发。
2010.09-2014.06,中国矿业大学(北京),矿山安全工程, 本科
2014.09-2017.06,中国矿业大学(北京),安全科学与工程,硕士
2017.09-2022.01,澳大利亚西澳大学,石油与天然气工程,博士
- [1] Jianwei Tian, Jishan Liu, Derek Elsworth, and Yee-Kwong Leong. A 3D hybrid DFPM-DFM Model for gas production from fractured shale reservoirs. Computers and Geotechnics, 2023, 159, 105450.
- [2] Jianwei Tian, Jishan Liu, Derek. Elsworth, Yee-K. Leong. An Effective Stress-dependent Dual-Fractal Permeability Model for Coal Considering Multiple Flow Mechanisms. Fuel, 2023, 334, 126800.
- [3] Jianwei Tian, Jishan Liu, Derek Elsworth, Yee-Kwong Leong, Wai Li, and Jie Zeng. Shale gas production from reservoirs with hierarchical multiscale structural heterogeneities. Journal of Petroleum Science and Engineering, 2022, 208, 109380.
- [4] Jianwei Tian, Qi C, Sun Y, Yaseen ZM. Surrogate permeability modelling of low-permeable rocks using convolutional neural networks. Computer Methods in Applied Mechanics and Engineering, 2020, 366, 113103.
- [5] Jianwei Tian, Qi C, Sun Y, Yaseen ZM, Pham BT. Permeability prediction of porous media using a combination of computational fluid dynamics and hybrid machine learning methods. Engineering with Computers, 2020, 37, 3455-3471.