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科研系列
技术系列
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姓名: |
王赞 |
性别: |
女 |
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职称: |
特聘副研究员 |
学位: |
博士 |
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电话: |
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传真: |
010-62010846 |
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Email: |
zan.wang@mail.iggcas.ac.cn |
邮编: |
100029 |
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地址: |
北京朝阳区北土城西路19号,中科院地质与地球物理研究所 |
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简历: |
王赞,特聘副研究员。1989年出生于山东省济南市。2010年毕业于四川大学,水利水电工程专业,获学士学位。2011年毕业于美国卡耐基梅隆大学,土木与环境工程专业,获硕士学位。2015年毕业于美国卡耐基梅隆大学,土木与环境工程专业,获博士学位。2015年至2020年在美国国家能源技术实验室做博士后。长期从事碳封存场地中CO2监测方法的数值模拟以及机器学习方法在碳封存项目中的应用方面的研究。 |
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研究方向: |
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概率统计和机器学习方法在地下工程中的应用
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不确定性分析方法
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地质工程的风险评估
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地球物理勘探和监测技术的数值模拟和数据挖掘
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承担科研项目情况: |
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2022.1-2025.12,国家自然科学基金专项项目“CO2封存的地质体结构透明化表征方法与埋存场地选址”,研究骨干
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2015.10-2020.9,美国能源部重大项目“National Risk Assessment Partnership”, 研究骨干
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获奖及荣誉: |
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卡耐基理工学院院长奖学金,美国卡耐基梅隆大学,2011。
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国家一等奖学金,中国教育部,2007、2008。
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代表论著: |
- Wang Z., Dilmore R.M., Bacon D.H., "Evaluating probability of containment effectiveness at a GCS site using integrated assessment modeling approach with Bayesian decision net-work", Greenhouse Gases: Science and Technology, 11:360–376 (2021).
- Wang Z., Dilmore R.M., Harbert W., "Inferring CO2 saturation from synthetic surface seismic and downhole monitoring data using machine learning for leakage detection at CO2 sequestration sites", International Journal of Greenhouse Gas Control, 100, 103115 (2020).
- Yang X., Buscheck T. A., Mansoor K., Wang Z., Gao K., Huang L., Appriou D., Carroll S. A., "Assessment of Geophysical Monitoring Methods for Detection of Brine and CO2 Leakage in Drinking Water Aquifers", International Journal of Greenhouse Gas Control, 90, 102803, ISSN 1750-5836 (2019).
- Zhou Z., Lin Y., Zhang Z., Wu Y., Wang Z., Dilmore R.M., Guthrie G., "A Data-Driven CO2 Leakage Detection Using Seismic Data and Spatial-Temporal Densely Connected Convolutional Neural Networks", International Journal of Greenhouse Gas Control, 90, 102790 (2019).
- Wang Z., Harbert W.P., Dilmore R.M., Huang L., "Modeling of time-lapse seismic monitoring using CO2 leakage simulations for a model CO2 storage site with realistic geology: Application in assessment of early leak-detection capabilities", International Journal of Greenhouse Gas Control, 76, 39-52 (2018).
- Zhou Z., Lin Y., Wu Y., Wang Z., Dilmore R.M., Guthrie G., "Spatial-Temporal Densely Connected Convolutional Networks: An Application to CO2 Leakage Detection", SEG Technical Program Expanded Abstracts, 2136-2140 (2018).
- Wang Z., Small M.J., "Statistical Performance of CO2 Leakage Detection using Seismic Travel Time Measurements", Greenhouse Gases: Science and Technology, 5, 1-15 (2015).
- Wang Z., Small M.J., "A Bayesian Approach to CO2 Leakage Detection at Saline Sequestration Sites Using Pressure Measurements", International Journal of Greenhouse Gas Control, 30, 188-196 (2014).
- Wang Z., Small M.J., Karamalidis A.K., "A Multi-Model Predictive System for Carbon Dioxide Solubility in Saline Formation Waters", Environmental Science & Technology, 47 (3), 1407-1415 (2013).
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