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科研系列
技术系列
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姓名: |
杨蕾 |
性别: |
女 |
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职称: |
特聘研究员 |
学历: |
博士 |
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电话: |
010-82998520 |
传真: |
010-62010846 |
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Email: |
yanglei2@mail.iggcas.ac.cn; yanglei0910@outlook.com |
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: |
杨蕾,特聘研究员。2013年本科毕业于中国地质大学(北京),2017年博士毕业于中国科学院地质与地球物理研究所。曾先后在斯坦福大学从事博士后研究,东京大学地震研究中心担任特任研究员。2022年12月入职中国科学院地质与地球物理研究所。
研究聚焦陆内、俯冲带的断层系统,通过发展超密集台阵地震观测技术、机器学习数据去噪算法和高精度波动方程数值解法,提高微地震监测和结构成像的精度,提升对地球内部结构和活动性的认识。在Science子刊及地球物理领域重要国际期刊发表论文13篇,其中第一或通讯作者论文8篇(3篇发表在 Science Advances期刊)。以主持人或共同主持人身份承担由美国国家科学基金(NSF)和美国地质调查局(USGS)联合资助的项目共3项。获批国家发明专利一项。担任地球物理学会地震学专委会秘书。 |
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研究方向: |
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微地震监测
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机器学习大数据管理
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基于波动方程的地震波数值模拟与成像
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获奖及荣誉: |
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北京市青年人才托举工程 (2023)
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SEG/Chevron Scholarship (2016)
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SEG/WesternGeco/Carl Savit Memorial Scholarship (2015)
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SEG Foundation Scholarship (2015)
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Michael T. Spradley Memorial Scholarship (2014)
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中国科学院院长奖 (2016年度、2017年度)
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国家奖学金(2014年度、2015年度、2016年度)
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代表论著: |
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Lei Yang, Xin Liu, Weiqiang Zhu, Liang Zhao, Gregory C. Beroza. 2022. Toward Improved Urban Earthquake Monitoring through Deep-Learning-Based Noise Suppression. Science Advances, 8, eabl3564.
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Lei Yang, Xin Liu, Gregory C. Beroza. 2021. Revisiting Evidence for Widespread Seismicity in the Upper Mantle under Los Angeles. Science Advances, 7, eabf2862.
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Xin Liu, Gregory C. Beroza*, Lei Yang*, William Ellsworth. 2021. Ambient noise Love wave attenuation tomography for the LASSIE array across Los Angeles basin. Science Advances, 7, eabe1030.
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Lei Yang, Hongyong Yan, Hong Liu. 2017. Optimal staggered-grid finite-difference schemes based on the minimax approximation method with the Remez algorithm. Geophysics, 82(1), T27-T42.
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Lei Yang, Hongyong Yan, Hong Liu. 2017. An optimal implicit staggered-grid finite-difference scheme based on the modified Taylor-series expansion with minimax approximation method for elastic modeling. Journal of Applied Geophysics, 138, 161-171.
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Lei Yang, Hongyong Yan, Hong Liu. 2016. Optimal implicit staggered-grid finite-difference schemes based on the sampling approximation method for seismic modelling. Geophysical Prospecting, 64, 595-610.
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Lei Yang, Hongyong Yan, Hong Liu. 2015. Optimal rotated staggered-grid finite-difference schemes for elastic wave modeling in TTI media. Journal of Applied Geophysics, 122, 40-52.
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Lei Yang, Hongyong Yan, Hong Liu. 2014. Least squares staggered-grid finite-difference for elastic wave modelling. Exploration Geophysics, 45(4), 255-260.
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Hongyong Yan, Lei Yang, Xiang-Yang Li. 2016. Optimal staggered-grid finite-difference schemes by combining Taylor-series expansion and sampling approximation for wave equation modeling. Journal of Computational Physics, 326, 913-930.
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Hongyong Yan, Lei Yang, Hengchang Dai, Xiang-Yang Li. 2016. Implementation of elastic prestack reverse-time migration using an efficient finite-difference scheme. Acta Geophysica, 64(5), 1605-1625.
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Hongyong Yan, Lei Yang, Xiang-Yang Li, Hong Liu. 2016. Acoustic VTI modeling using an optimal time-space domain finite-difference scheme. Journal of Computational Acoustics, 24, 1650016.
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Hongyong Yan, Lei Yang. 2017. Seismic modeling with an optimal staggered-grid finite-difference scheme based on combining Taylor-series expansion and minimax approximation. Studia Geophysica et Geodaetica, 61(3), 560-574.
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Hongyong Yan, Lei Yang, Hong Liu. 2015. Acoustic reverse-time migration using optimal staggered-grid finite-difference operator based on least squares. Acta Geophysica, 63(3), 715-734.
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