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戴振学个人简历

发布人:赵鸣时间:2024年04月10日浏览:

姓名

戴振学

单位

环境与市政工程学院

职称

教授/博导

邮箱

daizhenxue@qut.edu.cn

学术兼职

美国地质学会会士,Scientific ReportsGeomechanics and Geophysics for Geo-Energy and Geo-Resources和《煤田地质与勘探》等期刊编委

个人简介

教育背景:

n  1997.5-2000.12,西班牙拉科鲁尼亚大学,土木工程,博士

n  1986.8-1989.5,中国煤炭科学研究院西安分院,水文地质,硕士

n  1980.9-1984.7,吉林大学(原长春地质学院水工系),水文地质,学士

工作经历:

n  2022.05-至今,青岛理工大学环境与市政工程学院,教授

n  2016.122022.05,吉林大学建设工程学院,院长、国家特聘教授

n  2013.1-2016.12,美国劳斯阿拉莫斯国家实验室,高级科学家(Senior Staff Scientist

n  2008.1-2013.1,美国劳斯阿拉莫斯国家实验室,终身科学家(Tenured Staff Scientist

n  2005.10-2008.1,美国劳斯阿拉莫斯国家实验室,科学家(Scientist,   tenure-track

n  2004.9-2005.10,美国高级环境咨询公司,水文学家(Hydrologist)

n  2001.1-2004.8,美国莱特州立大学(Wright   State University, WSU),博士后研究员

n  1995.12-1997.4,中国煤炭科学研究院西安分院,高级工程师(Senior   Engineer)

n  1989.8-1995.11,中国煤炭科学研究院西安分院,工程师(Engineer)

(以下为兼职)

n  2009.1-目前,美国弗罗里达州立大学(FSU),兼职教授(Adjunct   Professor)

n  2013.1-目前,美国莱特州立大学(WSU),兼职教授(Adjunct   Professor)

n  2017.3-2018,美国劳斯阿拉莫斯国家实验室,兼职教授(Guest   Scientist)

主要研究方向:

n  “双碳”(碳达峰、碳中和)战略目标下CO2地质封存与资源化利用

n  高放废物地质储存过程中的核素迁移预测

n  水土污染智能模拟与预测预警

n  煤矿井涌水评估与水灾害防治

课程教学

《水文与水文地质学》、《地下水动力学》、《地下水环境概论》、《多组分反应溶质运移模拟》、《环境工程地质学》

学术成果

   国家级科研项目:

1.      国家重点研发计划项目,2018YFC1800900,场地污染实时响应监测预测预警技术与装备研究,2018/12~2022/124478万,结题,主持

2.      国家重点研发计划项目课题,2018YFC1800904,场地土壤污染智能模拟与预测技术研究,2018/12~2022/12289万,结题,主持

3.      国家自然科学基金核技术创新联合基金重点项目,U2267217,核素在多尺度裂隙系统中运移的尺度效应研究,2023/01~2026/12280万,在研,主持

4.      国家自然科学基金CO2专项基金,42141011,基于高含水油藏去碳目标导向的CO2捕集-驱油-埋存一体化理论及技术研究,2022/01~2025/12297万,在研,课题负责

5.      国家自然科学基金面上项,41772253,地下水溶质运移模型的尺度效应和不确定性分析,2018/01~2021/1267万元,结题,主持

 学术论文(近年来发表中科院1区和2区论文共112篇):

1.      Zhengyang Du, Zhenxue   Dai, Zhijie Yang, Chuanjun Zhan, Wei Chen, Mingxu Cao, Hung Vo Thanh, Mohamad   Reza Soltanian. Exploring hydrogen geologic storage in China for future energy:   Opportunities and challenges. Renewable and Sustainable Energy Reviews. 2024,   196, 114366. (1)

2.      Mohamad Reza Soltanian,   Amin Bemani, Farzad Moeini, Reza Ershadnia, Zhijie Yang, Zhengyang Du,   Huichao Yin, Zhenxue Dai. Data driven simulations for accurately predicting   thermodynamic properties of H2 during geological storage. Fuel. 2024, 362,   130768. (1)

3.      Xinyu Zhuang, Wendong   Wang, Yuliang Su, Yuan Li, Zhenxue Dai, Bin Yuan. Spatio-temporal sequence   prediction of CO2 flooding and sequestration potential under geological and   engineering uncertainties. Applied Energy. 2024, 359, 122691. (1)

4.      Lin Zhu, Jiangtao Li,   Huili Gong, Miao Ye, Zhenxue Dai, Xiaojuan Li, Pietro Teatini. Simulating   earth deformation evolution caused by groundwater pumping through ordinary   state-based Peridynamics method. Journal of Hydrology. 2024, 631, 131133. (1)

5.      Xiaoer Zhao, Yong Chang,   Jichun Wu, Fei Wang, Mohamad Reza Soltanian, Zhenxue Dai. Identifying   transient storage model parameters in karst conduits using the normal-score   ensemble smoother with multiple data assimilation. Journal of Hydrology.   2024, 631, 130730. (1)

6.      Mingxu Cao, Zhenxue Dai,   Sida Jia, Javier Samper, Hui Ling, Zhengyang Du, Chuanjun Zhan, Zhijie Yang,   Hung Vo Thanh, Mohamad Reza Soltanian. Identification of solute transport   parameters in fractured granites with heterogeneous apertures. Journal of   Hydrology. 2024, 633, 130938. (1)

7.      Hemeng Zhang, Pengcheng   Wang, Mohammad Rahimi, Hung Vo Thanh, Yongjun Wang, Zhenxue Dai, Qian Zheng,   Yong Cao. Catalyzing net-zero carbon strategies: Enhancing CO2 flux   Prediction from underground coal fires using optimized machine learning   models. Journal of Cleaner Production. 2024, 441, 141043. (1)

8.      Hung Vo Thanh, Zhenxue   Dai, Zhengyang Du, Huichao Yin, Bicheng Yan, Mohamad Reza Soltanian, Ting   Xiao, Brian McPherson, Laith Abualigah. Artificial intelligence-based   prediction of hydrogen adsorption in various kerogen types: Implications for underground   hydrogen storage and cleaner production. International Journal of Hydrogen   Energy. 2024, 57, 1000-1009. (2)

9.      Hung Vo Thanh, Hemeng   Zhang, Zhenxue Dai, Tao Zhang, Suparit Tangparitkul, Baehyun Min. Data-driven   machine learning models for the prediction of hydrogen solubility in aqueous   systems of varying salinity: Implications for underground hydrogen storage.   International Journal of Hydrogen Energy. 2024, 55, 1422-1433. (2)

10.   Xiaoying Zhang, Fangfei   Cai, Funing Ma, Paul Reimus, Linlin Qi, Di Lu, Mohamad Reza Soltanian,   Zhenxue Dai. Investigating the Role of Na-bentonite colloids in facilitating   Sr Transport in Granite Minerals through Column Experiments and Modeling.   Journal of Hazardous Materials. 2024, 463, 132851. (1)

11.   Xiaoying Zhang, Tianshan   Lan, Hongchen Jiang, Kexin Ye, Zhenxue Dai. Bacterial community driven   nitrogen cycling in coastal sediments of intertidal transition zone. The   Science of The Total Environment. 2024, 908, 168299. (1)

12.   Wooyoung Park, Yiming   Liu, Yanli Jiao, Rui Shi, Jin Nan, Chun Ki Yiu, Xingcan Huang, Yao Chen,   Wenyang Li, Yuyu Gao, Qiang Zhang, Dengfeng Li, Shengxin Jia, Zhan Gao, Weike   Song, Marcus Man Ho Lam, Zhenxue Dai, Zhao Zhao, Yuhang Li, Xinge Yu.   Skin-Integrated Wireless Odor Message Delivery Electronics for the   Deaf-blind. ACS Nano. 2023, 17, 21, 2194721961. (1)

13.   Pei Li, Corey D Wallace,   Jeffrey T McGarr, Farzad Moeini, Zhenxue Dai, Mohamad Reza Soltanian.   Investigating key drivers of N2O emissions in heterogeneous riparian   sediments: Reactive transport modeling and statistical analysis. The Science   of The Total Environment. 2023, 905, 166930. (1)

14.   Fangfei Cai, Funing Ma,   Xiaoying Zhang, Paul Reimus, Linlin Qi, Yu Wang, Di Lu, Hung Vo Thanh,   Zhenxue Dai. Investigating the influence of bentonite colloids on strontium   sorption in granite under various hydrogeochemical conditions. Science of the   Total Environment. 2023, 900, 165819. (1)

15.   Anthony Morgan, William   Ampomah, Reid Grigg, Zhenxue Dai, Junyu You, Sai Wang. Techno-economic life   cycle assessment of CO2-EOR operations towards net negative emissions at   farnsworth field unit. Fuel. 2023, 342, 127897. (1)

16.   Hemeng Zhang, Hung Vo   Thanh, Mohammad Rahimi, Watheq J. Al-Mudhafar, Suparit Tangparitkul, Tao   Zhang, Zhenxue Dai, Umar Ashraf. Improving predictions of shale wettability   using advanced machine learning techniques and nature-inspired methods:   Implications for carbon capture utilization and storage. Science of the Total   Environment. 2023, 877, 162944. (1)

17.   Yanwei Wang, Zhenxue   Dai, Guisheng Wang, Li Chen, Yuzhou Xia, Yuhao Zhou. A hybrid   physics-informed data-driven neural network for CO2 storage in depleted shale   reservoirs. Petroleum Science. 2023, 83752288ad840462. (1)

18.   Hung Vo Thanh, Mohammad   Rahimi, Zhenxue Dai, Hemeng Zhang, Tao Zhang. Predicting the wettability   rocks/minerals-brine-hydrogen system for hydrogen storage: Re-evaluation   approach by multi-machine learning scheme. Fuel. 2023, 345, 128183. (1)

19.   Sida Jia, Zhenxue Dai,   Zhichao Zhou, Hui Ling, Zhijie Yang, Linlin Qi, Zihao Wang, Xiaoying Zhang,   Hung Vo Thanh, Mohamad Reza Soltanian. Upscaling dispersivity for   conservative solute transport in naturally fractured media. Water Research.   2023, 235, 119844. (1)

20.   Nebiyu Girgibo, Xiaoshu   Lü, Erkki Hiltunen, Pekka   Peura, Zhenxue Dai. The air temperature change effect on water quality in the   Kvarken Archipelago area. Science of the Total Environment. 2023, 874,   162599. (1)

21.   Shadfar Davoodi, Hung Vo   Thanh, David A. Wood, Mohammad Mehrad, Valeriy S. Rukavishnikov, Zhenxue Dai.   Machine-learning predictions of solubility and residual trapping indexes of   carbon dioxide from global geological storage sites. Expert Systems with Applications.   2023, 222, 119796. (1)

22.   Huichao Yin, Gaizhuo   Zhang, Qiang Wu, Shangxian Yin, Mohamad Reza Soltanian, Hung Vo Thanh,   Zhenxue Dai. A Deep Learning-Based Data-Driven Approach for Predicting Mining   Water Inrush from Coal Seam Floor Using Microseismic Monitoring Data. IEEE   Transactions on Geoscience and Remote Sensing. 2023, 61, 4504815. (1)

23.   Chuanjun Zhan, Zhenxue   Dai, Zhijie Yang, Xiaoying Zhang, Ziqi Ma, Hung Vo Thanh, Mohamad Reza   Soltanian. Subsurface sedimentary structure identification using deep   learning: A review. Earth-Science Reviews. 2023, 239, 104370. (1)

24.   Wanli Ren, Heng Dai,   Songhu Yuan, Zhenxue Dai, Ming Ye, Mohamad Reza Soltanian. Global sensitivity   study of non-reactive and sorptive solute dispersivity in multiscale   heterogeneous sediments. Journal of Hydrology. 2023, 619, 129274. (1)

25.   Songlin Yang, Huiqing   Lian, Bin Xu, Hung Vo Thanh, Wei Chen, Huichao Yin, Zhenxue Dai. Application   of robust deep learning models to predict mine water inflow: Implication for   groundwater environment management. Science of the Total Environment. 2023,   871, 162056. (1)

26.   Reza Ershadnia,   Mrityunjay Singh, Saeed Mahmoodpour, Alireza Meyal, Farzad Moeini, Seyyed   Abolfazl Hosseini, Daniel Murray Sturmer, Mojdeh Rasoulzadeh, Zhenxue Dai,   Mohamad Reza Soltanian. Impact of geological and operational conditions on   underground hydrogen storage. International Journal of Hydrogen Energy. 2023,   48, 4, 1450-1471. (2)

27.   Xiaoying Zhang, Fan   Dong, Guangquan Chen, and Zhenxue Dai. Advance prediction of coastal   groundwater levels with temporal convolutional and long short-term memory   networks. Hydrology and Earth System Sciences. 2023, 27, 83-96. (2)

28.   Yanwei Wang, Zhenxue   Dai, Li Chen, Xudong Shen, Fangxuan Chen, Mohamad Reza Soltanian. An   integrated multi-scale model for CO2 transport and storage in shale   reservoirs. Applied Energy. 2022, 331, 120444. (1)

29.   Huichao Yin, Qiang Wu,   Shangxian Yin, Shuning Dong, Zhenxue Dai, Mohamad Reza Soltanian. Predicting   mine water inrush accidents based on water level anomalies of borehole groups   using long short-term memory and isolation forest. Journal of Hydrology.   2022, 616, 128813. (1)

30.   Zi Wang, Li Chen,   Hangkai Wei, Zhenxue Dai, Qinjun Kang, Wen-Quan Tao. Pore-scale study of   mineral dissolution in heterogeneous structures and deep learning prediction   of permeability. Physics of Fluids. 2022, 34, 11, 116609. (2)

31.   Chuanjun Zhan, Zhenxue   Dai, Mohamad Reza Soltanian, Felipe P. J. de Barros. DataWorth Analysis for   Heterogeneous Subsurface Structure Identification with a Stochastic Deep   Learning Framework. Water Resources Research. 2022, 58, 11, e2022WR033241. (1)

32.   Zhenxue Dai, Ziqi Ma,   Xiaoying Zhang, Junjun Chen, Reza Ershadnia, Xiaoyan Luan, Mohamad Reza   Soltanian. An integrated experimental design framework for optimizing solute   transport monitoring locations in heterogeneous sedimentary media. Journal of   Hydrology. 2022, 614, 2, 128541. (1)

33.   Junjun Chen, Zhenxue   Dai, Shuning Dong, Xiaoying Zhang, Guifang Sun, Jichun Wu, Reza Ershadni,   Shangxian Yin, Mohamad Reza Soltanian. Integration of Deep Learning and   Information Theory for Designing Monitoring Networks in Heterogeneous Aquifer   Systems. Water Resources Research. 2022, 58, 10, 2022WR032429. (1)

34.   Wanli Ren, Reza   Ershadnia, Corey D. Wallace, Eric M. LaBolle, Zhenxue Dai, Felipe P. J. de   Barros, Mohamad R. Soltanian. Evaluating the Effects of Multiscale   Heterogeneous Sediments on Solute Mixing and Effective Dispersion. Water   Resources Research. 2022, 58, 9, 2021WR031886. (1)

35.   Xiaoying Zhang, Zheng   Wang, Paul Reimus, Funing Ma, Mohamad Reza Soltanian, Baoshan Xing, Jianzheng   Zang, Yu Wang, Zhenxue Dai. Plutonium reactive transport in fractured   granite: Multi-species experiments and simulations. Water Research. 2022,   224, 119068. (1)

36.   Majid Safaei-Farouji,   Hung Vo Thanh, Zhenxue Dai, Abolfazl Mehbodniya, Mohammad Rahimi, Umar   Ashraf, Ahmed E. Radwan. Exploring the power of machine learning to predict   carbon dioxide trapping efficiency in saline aquifers for carbon geological   storage project. Journal of Cleaner Production. 2022, 372, 133778. (1)

37.   Lulu Xu, Meifeng Cai,   Shuning Dong, Shangxian Yin, Ting Xiao, Yanwei Wang, Mohamad Reza Soltanian.   An upscaling approach to predict mine water inflow from roof sandstone   aquifers. Journal of Hydrology. 2022, 612, 128314. (1)

38.   Xiaoying Zhang, Linlin   Qi, Ziqi Ma, Funing Ma, Zhenxue Dai. Impact of fracture filling materials on   selenium sorption in granite. Journal of Hydrology. 2022, 612, 128287. (1)

39.   Ting Xiao, Bonan Wang,   Lei Xu, Richard Esser, Zhenxue Dai, Martha Cather, Brian McPherson.   Underground sources of drinking water chemistry changes in response to   potential CO2 leakage. Science of the Total Environment. 2022, 847, 157254.   (1)

40.   Sida Jia, Zhenxue Dai,   Zhijie Yang, Zhengyang Du, Xiaoying Zhang, Reza Ershadnia, Mohamad Reza   Soltanian. Uncertainty quantification of radionuclide migration in fractured   granite. Journal of Cleaner Production. 2022, 366, 132944.. (1)

41.   Chuanjun Zhan, Zhenxue   Dai, Javier Samper, Shangxian Yin, Reza Ershadnia, Xiaoying Zhang, Yanwei   Wang, Zhijie Yang, Xiaoyan Luan, Mohamad Reza Soltanian. An Integrated   Inversion Framework for Heterogeneous Aquifer Structure Identification with   Single-Sample Generative Adversarial Network. Journal of Hydrology. 2022,   610, 127844. (1)

42.   Wen Zhang, Jia Wang,   Jianping Chen, Mohamad Reza Soltanian, Zhenxue Dai, Giday WoldeGabrie.   Mass-Wasting-Inferred Dramatic Variability of 130,000-Year Indian Summer   Monsoon Intensity from Deposits in the Southeast Tibetan Plateau. Geophysical   Research Letters. 2022, 49, e2021GL097301.. (1)

43.   Yiming Liu, Xingcan   Huang, Jingkun Zhou, Chun Ki Yiu, Zhen Song, Wei Huang, Sina Khazaee Nejad,   Hu Li, Tsz Hung Wong, Kuanming Yao, Ling Zhao, Woojung Yoo, Wooyoung Park,   Jiyu Li, Ya Huang, Hiuwai Raymond Lam, Enming Song, Xu Guo, Yanwei Wang,   Zhenxue Dai, Lingqian Chang, Wen Jung Li, Zhaoqian Xie, Xinge Yu. Stretchable   SweatActivated Battery in   SkinIntegrated Electronics   for Continuous Wireless Sweat Monitoring. Advanced Science. 2022, 9, 2104635.   (1)

44.   Jiangtao Li, Lin Zhu,   Huili Gong, Jiahui Zhou, Zhenxue Dai, Xiaojuan Li, Haigang Wang, Claudia   Zoccarato, Pietro Teatini. Unraveling elastic and inelastic storage of   aquifer systems by integrating fast independent component analysis and a   variable preconsolidation head decomposition method. Journal of Hydrology.   2022, 606, 127420. (1)

45.   Chuanjun Zhan, Zhenxue   Dai, Mohamad Reza Soltanian, Xiaoying Zhang. Stage-Wise Stochastic Deep   Learning Inversion Framework for Subsurface Sedimentary Structure   Identification.. Geophysical Research Letters. 2021, 49, 1, 2021GL095823. (1)

46.   Reza Ershadnia, Corey D.   Wallace, Seyyed Abolfazl Hosseini, Zhenxue Dai, Mohamad Reza Soltanian.   Capillary Heterogeneity Linked to Methane Lateral Migration in Shallow   Unconfined Aquifers. Geophysical Research Letters. 2021, 48, e2021GL095685.   (1)

47.   Junjun Chen, Zhenxue   Dai, Zhijie Yang, Yu Pan, Xiaoying Zhang, Jichun Wu, Mohamad Reza Soltanian.   An Improved Tandem Neural Network Architecture for Inverse Modeling of   Multicomponent Reactive Transport in Porous Media. Water Resources Research.   2021, 57, 12, 2021WR030595. (1)

48.   Yiming Liu, Xingcan   Huang, Jingkun Zhou, Jian Li, Sina Khazaee Nejad, Chun Ki Yiu, Hu Li, Tsz   Hung Wong, Wooyoung Park, Kuanming Yao, Ling Zhao, Rui Shi, Yanwei Wang,   Zhenxue Dai, Xinge Yu. Bandage Based Energy Generators Activated by Sweat in   Wireless Skin Electronics for Continuous Physiological Monitoring. Nano   Energy. 2021, 92, 106755. (1)

49.   Yuhui Wu, Zhengyu Li,   Yuesuo Yang, Diane Purchase, Ying Lu, Zhenxue Dai. Extracellular Polymeric   Substances Facilitate the Adsorption and Migration of Cu2+ and Cd2+ in   Saturated Porous Media. Biomolecules. 2021, 11, 1715. (2)

50.   Reza Ershadnia, Corey D.   Wallace, Sassan Hajirezaie, Seyyed Abolfazl Hosseini, Thanh N. Nguyen, Daniel   Murray Sturmer, Zhenxue Dai, Mohamad Reza Soltanian.   Hydro-thermo-chemo-mechanical modeling of carbon dioxide injection in fluvial   heterogeneous aquifers. Chemical Engineering Journal. 2021, 431, 133451. (1)

51.   Yanwei Wang, Zhenxue   Dai, Huiqing Liu. Pore-scale mechanisms and simulations for gaswater two-phase   transport processes in natural gas reservoirs. Journal of Natural Gas Science   and Engineering. 2021, 96, 104314.. (2)

52.   Xiaoying Zhang, Funing   Ma, Zhenxue Dai, Ju Wang, Liang Chen, Hui Ling, Mohamad Reza Soltanian.   Radionuclide transport in multi-scale fractured rocks: A review. Journal of   Hazardous Materials. 2021, 414, 127550. (1)

53.   Xiaoying Zhang, Funing   Ma, Shangxian Yin, Corey D Wallace, Mohamad Reza Soltanian, Zhenxue Dai, Robert   W. Ritzi, Ziqi Ma, Chuanjun Zhan, Xiaoshu Lü. Application of upscaling   methods for fluid flow and mass transport in multi-scale heterogeneous media:   A critical review. Applied Energy. 2021, 303, 117603. (1)

54.   Huijun Li, Lin Zhu,   Zhenxue Dai, Huili Gong, Tao Guo, Gaoxuan Guo, Jingbo Wang, Pietro Teatini.   Spatiotemporal modeling of land subsidence using a geographically weighted   deep learning method based on PS-InSAR. Science of the Total Environment.   2021, 799, 149244. (1)

55.   Ting Xiao, Wei Jia,   Richard Esser, Zhenxue Dai, Brian McPherson. Potential Chemical Impacts of   Subsurface CO2: An Integrated Experimental and Numerical Assessment for a   Case Study of the Ogallala Aquifer. Water Resources Research. 2021, 57,5,   e2020WR029274. (1)

56.   Shengli Li, Guobiao Zhang,   Zhenxue Dai, Shuhui Jiang, Youhong Sun. Concurrent decomposition and   replacement of marine gas hydrate with the injection of CO2-N2. Chemical   Engineering Journal. 2021, 420, 129936. (1)

57.   Yang Cao, Shuning Dong,   Zhenxue Dai, Lin Zhu, Ting Xiao, Xiaoying Zhang, Shangxian Yin, Mohamad Reza   Soltanian. Adsorption model identification for chromium (VI) transport in   unconsolidated sediments. Journal of Hydrology. 2021, 598, 126228. (1)

58.   Mehdi Mahdaviara, Menad   Nait Amar, Abdolhossein Hemmati-Sarapardeh, Zhenxue Dai, Changsong Zhang,   Ting Xiao, Xiaoying Zhang. Toward Smart Schemes for modeling CO2 Solubility   in Crude Oil: Application to Carbon Dioxide Enhanced Oil Recovery. Fuel.   2020, 285, 119147. (1)

59.   Xiaoying Zhang, Linlin   Qi, Wenming Li, Bill X. Hu, Zhenxue Dai. Bacterial community variations with   salinity in the saltwater-intruded estuarine aquifer. Science of the Total   Environment. 2020, 755, 142423. (1)

60.   Shuning Dong, Lulu Xu,   Zhenxue Dai, Bin Xu, Qingyang Yu, Shangxian Yin, Xiaoying Zhang, Changsong   Zhang, Xueke Zang, Xiaobing Zhou, Zhien Zhang. A Novel Fractal Model for   Estimating Permeability in Low-Permeable Sandstone Reservoirs. Fractals.   2020, 28, 08, 2040005. (2)

61.   Zhenxue Dai, Lulu Xu,   Ting Xiao, Brian McPherson, Xiaoying Zhang, Liange Zheng, Shuning Dong,   Zhijie Yang, Mohamad Reza Soltanian, Changbing Yang, William Ampomah, Wei   Jia, Shangxian Yin, Tianfu Xu, Diana Bacon, Hari Viswanathan. Reactive   chemical transport simulations of geologic carbon sequestration: Methods and   applications. Earth-Science Reviews. 2020, 208, 103265. (1)

62.   Qian Sun, William   Ampomah, Eusebius Junior Kutsienyo, Martin Appold, Benjamin Adu-Gyamfi,   Zhenxue Dai, Mohamed Reza Soltanian. Assessment of CO2 trapping mechanisms in   partially depleted oil-bearing sands. Fuel. 2020, 278, 118356.. (1)

63.   Junyu You, William   Ampomah, Qian Sun, Eusebius Junior Kutsienyo, Robert Scott Balch, Zhenxue   Dai, Martha Cather, Xiaoying Zhang. Machine learning based co-optimization of   carbon dioxide sequestration and oil recovery in CO2-EOR project. Journal of   Cleaner Production. 2020, 260, 120866. (1)

64.   Lin Zhu, Andrea   Franceschini, Huili Gong, Massimiliano Ferronato, Zhenxue Dai,Yinghai Ke, Yun   Pan, Xiaojuan Li, Rong Wang, Pietro Teatini. The 3-D Facies and Geomechanical   Modeling of Land Subsidence in the Chaobai Plain, Beijing. Water Resources   Research. 2020, 56, 3, e2019WR027026. (1)

65.   Qingyang Yua, Ziwei   Xiong, Chao Du, Zhenxue Dai, Mohamad Reza Soltanian, Mojtaba Soltaniand   Shangxian Yin, Wei Liu, Chen Liu, Chengbin Wang, Zeyu Song. Identification of   rock pore structures and permeabilities using electron microscopy experiments   and deep learning interpretations. Fuel. 2020, 268, 117416. (1)

66.   Zhenxue Daia, Chuanjun   Zhan, Shuning Dong, Shangxian Yin, Xiaoying Zhang, Mohamad Reza Soltanian.   How does resolution of sedimentary architecture data affect plume dispersion   in multiscale and hierarchical systems?. Journal of Hydrology. 2020, 582,   124516. (1)

67.   Shuo Li, Changming Wang,   Xianwei Zhang, Linlin Zou, Zhenxue Dai. Classification and characterization   of bound water in marine mucky silty clay. Journal of Soils and Sediments.   2019, 19, 2509-2519. (2)

68.   Xuehang Song, Xingyuan   Chen, Ming Ye, Zhenxue Dai, Glenn Hammond, John M Zachara. Delineating Facies   Spatial Distribution by Integrating Ensemble Data Assimilationand Indicator   Geostatistics With LevelSet Transformation. Water Resources Research. 2019, 55, 4,   2652-2671. (1)

69.   Zhenxue Dai, Chuanjun   Zhan, Mohamad Reza Soltanian, Robert W Ritzi, Xiaoying Zhang. Identifying   spatial correlation structure of multimodal permeability in hierarchical   media with Markov Chain approach. Journal of Hydrology. 2019, 568, 703-715.   (1)

70.   Xiaosi Su, Geng Cui,   Huang Wang, Zhenxue Dai, Nam-Chil Woo, Wenzhen Yuan. Biogeochemical zonation   of sulfur during the discharge of groundwater to lake in desert plateau   (Dakebo Lake, NW China). Environmental Geochemistry and Health. 2018, 40,   1051-1066. (2)

71.   Zhenxue Dai, Ye Zhang,   Jeffrey Bielicki, Mohammad Amin Amooie, Mingkan Zhang, Changbing Yang, Youqin   Zou, William Ampomah, Ting Xiao, Wei Jia, Richard Middleton, Wen Zhang,   Youhong Sun, Joachim Moortgat, Mohamad Reza Soltanian, Philip Stauffer.   Heterogeneity-assisted carbon dioxide storage in marine sediments. Applied   Energy. 2018, 225, 876-883. (1)

72.   Bin Xu, Ming Ye, Shuning   Dong, Zhenxue Dai, Yongzhen Pei. A New Model for Simulating Spring Discharge   Recession and Estimating Effective Porosity of Karst Aquifers. Journal of   Hydrology. 2018, 562, 609-622. (1)

73.   Hang Lv, Xiaosi Su, Yan   Wang, Zhenxue Dai, Mingyao Liu. Effectiveness and mechanism of natural   attenuation at a petroleum-hydrocarbon contaminated site. Chemosphere. 2018,   206, 293-301. (2)

74.   Wei Jia, Brian   McPherson, Feng Pan, Zhenxue Dai, Nathan Moodie, Ting Xiao. Impact of   Three-Phase Relative Permeability and Hysteresis Models on Forecasts of   Storage Associated with CO2-EOR. Water Resources Research. 2018, 54, 2,   1109-1126. (1)

75.   Yongchao Zhang, Jianhui   Zeng, Zhenxue Dai, Hari Viswanathan, Ting Xiao, Yong Ma, Xiao Feng.   Experimental investigation on oil migration and accumulation in tight   sandstones. Journal of Petroleum Science and Engineering. 2018, 160, 267-275.   (1)

76.   Mohamad Reza Soltanian,   Zhenxue Dai. Geologic CO2 sequestration: progress and challenges.   Geomechanics and Geophysics for Geo-Energy and Geo-Resources. 2017, 3,   221-223. (2)

77.   Ting Xiao, Zhenxue Dai,   Brian McPherson, Hari Viswanathan, Wei Jia. Reactive transport modeling of   arsenic mobilization in shallow groundwater: impacts of CO2 and brine   leakage. Geomechanics and Geophysics for Geo-Energy and Geo-Resources. 2017,   3, 3, 339-350. (2)

78.   Mohammad Amin Amooie,   Mohamad Reza Soltanian, Fengyang Xiong, Zhenxue Dai, Joachim Moortgat. Mixing   and Spreading of Multiphase Fluids in Heterogeneous Bimodal Porous Media.   Geomechanics and Geophysics for Geo-Energy and Geo-Resources. 2017, 3, 3,   225-244. (2)

79.   William Ampomah, Robert   Scott Balch, Reid Grigg, Martha Cather, E. Gragg, R. A. Will, M. White,   Nathan Moodie, Zhenxue Dai. Performance assessment of CO2-enhanced oil   recovery and storage in the Morrow reservoir. Geomechanics and Geophysics for   Geo-Energy and Geo-Resources. 2017, 3, 3, 245-263. (2)

80.   Ting Xiao, Brian   McPherson, Amanda Bordelon, Hari Viswanathan, Zhenxue Dai, Hailong Tian,   Richard Esser, Wei Jia, William Carey. Quantification of CO2-cement-rock   interactions at the well-caprock-reservoir interface and implications for   geological CO2 storage. International Journal of Greenhouse Gas Control.   2017, 63, 126-140. (2)

81.   Mohamad Reza Soltanian,   Mohammad Amin Amooie, Naum Gershenzon, Zhenxue Dai, Robert Ritzi, Fengyang   Xiong, David R Cole, Joachim Moortgat. Dissolution Trapping of Carbon Dioxide   in Heterogeneous Aquifers. Environmental Science and Technology. 2017, 51,   13, 7732-7741. (1)

82.   William Ampomah, Robert   Scott Balch, Martha Cather, R. Will, D. Gunda, Zhenxue Dai, Mohamad Reza   Soltanian,. Optimum design of CO2 storage and oil recovery under geological   uncertainty. Applied Energy. 2017, 195, 80-92. (1)

83.   Andrew Wolfsberg,   Zhenxue Dai, Lin Zhu, Paul Reimus, Ting Xiao, Doug Ware. Colloid-Facilitated   Plutonium Transport in Fractured Tuffaceous Rock. Environmental Science and   Technology. 2017, 51, 10, 5582-5590. (1)

84.   Mohamad Reza Soltanian,   Alexander Sun, Zhenxue Dai. Reactive transport in the complex heterogeneous   alluvial aquifer of Fortymile Wash, Nevada. Chemosphere. 2017, 179, 379-386.   (2)

85.   Lin Zhu, Huili Gong,   Zhenxue Dai, Gaoxuan Guo, Pietro Teatini. Modeling 3-D permeability   distribution in alluvial fans using facies architecture and geophysical   acquisitions. Hydrology and Earth System Sciences. 2017, 21, 721-733. (2)

86.   Haimin Shang, Wenke   Wang, Zhenxue Dai, Lei Duan, Yaqian Zhao, Jing Zhang. An ecology-oriented   exploitation mode of groundwater resources in the northern Tianshan   Mountains, China. Journal of Hydrology. 2016, 543, 386-394. (1)

87.   Youqin Zou, Changbing   Yang, Daishe Wu, Chun Yan, Masun Zeng, Yingying Lan, Zhenxue Dai.   Probabilistic assessment of shale gas production and water demand at Xiuwu   Basin in China. Applied Energy. 2016, 180, 185-195. (1)

88.   Elizabeth Keating, Diana   Bacon, Susan Carroll, Kayyum Mansoor, Yunwei Sun, Liange Zheng, Dylan Harp,   Zhenxue Dai. Applicability of aquifer impact models to support decisions at   CO2 sequestration sites. International Journal of Greenhouse Gas Control.   2016, 52, 319-330. (2)

89.   Feng Pan, Brian   McPherson, Zhenxue Dai, Wei Jia, Si-Yong Lee, William Ampomah, Hari   Viswanathan, Richard Esser. Uncertainty analysis of carbon sequestration in   an active CO2-EOR field. International Journal of Greenhouse Gas Control.   2016, 51, 18-28. (2)

90.   Zhenxue Dai, Hari   Viswanathan, Richard Middleton, Feng Pan, William Ampomah, Changbing Yang,   Wei Jia, Ting Xiao, Si-Yong Lee, Brian McPherson, Robert Balch, Reid Grigg,   Mark White. CO2 Accounting and Risk Analysis for CO2 Sequestration at   Enhanced Oil Recovery Sites. Environmental Science & Technology. 2016,   50, 14, 7546-7554. (1)

91.   Elizabeth H Keating,   Dylan H Harp, Zhenxue Dai, Rajesh J Pawar. Reduced order models for assessing   CO2 impacts in shallow unconfined aquifers. International Journal of   Greenhouse Gas Control. 2016, 46, 187-196. (2)

92.   Mohamad Reza Soltanian,   Mohammad Amin Amooie, Zhenxue Dai, David Cole, Joachim Moortgat. Critical   dynamics of gravito-convective mixing in geological carbon sequestration.   Scientific reports. 2016, 6, 35921. (2)

93.   Wenke Wang, Zhenxue Dai,   Yaqian Zhao, Junting Li, Lei Duan, Zhoufeng Wang, Lin Zhu. A quantitative   analysis of hydraulic interaction processes in stream-aquifer systems.   Scientific reports. 2016, 6, 19876. (2)

94.   Li Chen, Qinjun Kang,   Zhenxue Dai, Hari S Viswanathan, Wenquan Tao. Permeability prediction of   shale matrix reconstructed using the elementary building block model. Fuel.   2015, 160, 346-356. (1)

95.   Land Subsidence due to   groundwater withdrawal in the northern Beijing plain, China. Land Subsidence   due to groundwater withdrawal in the northern Beijing plain, China.   Engineering Geology. 2015, 193, 243-255. (1)

96.   Mohamad Reza Soltanian,   Robert W Ritzi, Chao Cheng Huang, Zhenxue Dai. Relating reactive solute   transport to hierarchical and multiscale sedimentary architecture in a   Lagrangianbased   transport model: 1. Timedependent effective retardation factor. Water Resources   Research. 2015, 51, 1586-1600. (1)

97.   Mohamad Reza Soltanian,   Robert W Ritzi, Chao Cheng Huang, Zhenxue Dai. Relating reactive solute   transport to hierarchical and multiscale sedimentary architecture in a   Lagrangianbased   transport model: 2. Particle displacement variance. Water Resources Research.   2015, 51, 1601-1618. (1)

98.   Changbing Yang, Zhenxue   Dai, Katherine D Romanak, Susan D Hovorka, Ramón H Treviño. Inverse Modeling   of Water-Rock-CO2 Batch Experiments: Potential Impacts on Groundwater   Resources at Carbon Sequestration Sites. Environmental Science &   Technology. 2014, 48(5), 2798-2806. (1)

99.   Zhenxue Dai, Philip   Stauffer, J William Carey, Richard S Middleton, Zhiming Lu, John Jacobs, Ken   Hnottavange-Telleen, Lee Spangler. Pre-site characterization risk analysis   for commercial-scale carbon sequestration. Environmental Science &   Technology. 2014, 48(7), 3908-3915. (1)

100. Zhenxue Dai, Richard Middleton, Hari   Viswanathan, Julianna Fessenden-Rahn, Jacob Bauman, Rajesh Pawar, Si-Yong   Lee, Brian McPherson. An integrated framework for optimizing CO2   sequestration and enhanced oil recovery. Environmental Science &   Technology Letters. 2014, 1(1), 49-54. (1)

101. Zhenxue Dai, Andrew Wolfsberg, Paul   Reimus, Hailin Deng, Edward Kwicklis, Mei Ding, Doug Ware, Ming Ye.   Identification of sorption processes and parameters for radionuclide   transport in fractured rock. Journal of Hydrology. 2012, 414, 220-230. (1)

102. Zhiming Lu, Andrew V Wolfsberg,   Zhenxue Dai, Chunmiao Zheng. Characteristics and controlling factors of   dispersion in bounded heterogeneous porous media. Water Resources Research.   2010, 46(12), 2009WR008392. (1)

103. Hailin Deng, Zhenxue Dai, Andrew   Wolfsberg, Zhiming Lu, Ming Ye, Paul Reimus. Upscaling of reactive mass   transport in fractured rocks with multimodal reactive mineral facies. Water   Resources Research. 2010, 46(6), 2009WR008363. (1)

104. Zhenxue Dai, Andrew Wolfsberg,   Zhiming Lu, Hailin Deng. Scale dependence of sorption coefficients for   contaminant transport in saturated fractured rock. Geophysical Research   Letters. 2009, 36(1), 2008GL036516. (1)

105. Dylan R Harp, Zhenxue Dai, Andrew V   Wolfsberg, Jasper A Vrugt, Bruce A Robinson, Velimir V Vesselinov. Aquifer   structure identification using stochastic inversion. Geophysical Research   Letters. 2008, 35(8), 2008GL033585. (1)

106. Zhenxue Dai, Andrew Wolfsberg,   Zhiming Lu, Robert Ritzi Jr. Representing aquifer architecture in   macrodispersivity models with an analytical solution of the transition   probability matrix. Geophysical Research Letters. 2007, 34(20), 2007GL031608.   (1)

107. Zhenxue Dai, Andrew Wolfsberg,   Zhiming Lu, Paul Reimus. Upscaling matrix diffusion coefficients for   heterogeneous fractured rocks. Geophysical Research Letters. 2007, 34(7),   2007GL029332. (1)

108. Zhenxue Dai, Javier Samper. Inverse   modeling of water flow and multicomponent reactive transport in coastal   aquifer systems. Journal of Hydrology. 2006, 327, 447-461. (1)

109. Zhenxue Dai, Robert W Ritzi Jr,   David F Dominic. Improving permeability semivariograms with transition   probability models of hierarchical sedimentary architecture derived from   outcrop analog studies. Water resources research. 2005, 41(7), 2004WR003515.   (1)

110. Zhenxue Dai, Robert W Ritzi Jr,   Chaocheng Huang, Yoram N Rubin, David F Dominic. Transport in heterogeneous   sediments with multimodal conductivity and hierarchical organization across   scales. Journal of Hydrology. 2004, 294, 68-86. (1)

111. Zhenxue Dai, Javier Samper. Inverse   problem of multicomponent reactive chemical transport in porous media:   Formulation and applications. Water Resources Research. 2004, 40(7),   2004WR003248. (1)

112. Robert W Ritzi, Zhenxue Dai, David   F Dominic, Yoram N Rubin. Spatial correlation of permeability in cross-stratified   sediment with hierarchical architecture. Water Resources Research. 2004,   40(3), 2003WR002420. (1)

   专利授权:

1.       戴振学,马子淇,徐路路,曹玉清,一种多孔介质中三维溶质运移的模拟装置及实验方法,发明专利,ZL202010303042.8

2.       戴振学,陈骏骏,杨志杰,一种基于深度神经网络的多组分反应性溶质运移参数反演方法,发明专利,ZL202110100068.7

3.       戴振学,湛传俊,杨志杰,一种基于深度学习的含水层结构阶段式随机反演识别方法,发明专利,ZL202110811519.8

4.       戴振学,湛传俊,一种基于离散卷积残差网络的含水层结构反演识别方法,发明专利,ZL202110354004.X

5.       戴振学,刘伟,尹尚先,徐路路,叶可心,杨松霖,徐斌,一种可调节小型岩样切割磨片一体装置,发明专利,ZL202010800515.X

6.       戴振学,马子淇,曹杨,任婉立,曹玉清,一种小型滚动嵌套式筛砂器,实用新型专利,ZL202020640432.X

7.       Dai Zhenxue, Ma Ziqi, Xu   Lulu, Cao Yuqing. Simulation Device and Experimental Method for   Three-dimensional Solute Migration in Porous Medium,澳大利亚发明专利, 2020103611

8.       Dai Zhenxue, Zhan   Chuanjun. Inverse identification method of aquifer structure based on octave   convolution residual network,澳大利亚发明专利,2021102281

9.       Dai Zhenxue, Zhan   Chuanjun, Yang Zhijie. Stage-wise stochastic inversion identification method   of aquifer structure based on deep learning,澳大利亚发明专利,2021104794

10.    Dai Zhenxue, Chen   Junjun, Yang Zhijie. A Deep Neural Network Based Inverse Modeling Method for   Multicomponent Reactive Transport,澳大利亚发明专利,2021101831

11.    Dai Zhenxue, Liu Wei,   Yin Shangxian, Xu Lulu, Ye Kexin, Yang Songlin, Xu Bin. Adjustable   Small-sized Rock Sample Cutting and Grinding Integrated Device,澳大利亚发明专利,2021104697

12.    Dai Zhenxue, Liu Wei,   Yin Shangxian, Xu Lulu, Ye Kexin, Yang Songlin, Xu Bin. Adjustable Rock-like   Material Crack Prefabrication Device,澳大利亚发明专利,2021105045

奖励与荣誉:

1.       2021年、2022年、2023年连续三年入选斯坦福发布的全球前2%顶尖科学家榜单

2.       国家高层次人才入选专家(中组部特聘教授),20176

3.       Superior performance and   teamwork awards卓越表现与团队合作奖,美国劳斯阿拉莫斯国家实验室,2012

4.       A Fellow of the Geological   Society of America,美国地质学会会士,2010

5.       Excellent organizer of   Brown Bag Seminar SeriesBrown Bag 系列讲座优秀组织奖,美国劳斯阿拉莫斯国家实验室,2009

6.       Outstanding Innovation and   Technology Transfer Awards,杰出创新和技术转让奖,美国劳斯阿拉莫斯国家实验室,2008

7.       Cum Laude distinction PhDUniversity of La CoruñaSpain2000