孙剑 - 中国海洋大学 - 海底科学与探测技术教育部重点实验室

个人简介

· 学习经历 2005.09 - 2009.07，山东科技大学，地球物理学，本科/学士 2009.09 - 2012.07，山东科技大学，地球探测与信息技术，研究生/硕士 2012.09 – 2013.06，中国地质大学（北京），地球探测与信息技术，研究生/博士 2013.09 – 2018.05，加拿大卡尔加里大学，地质学与地球物理学，研究生/博士 · 工作简历 2018.06 - 2019.01，加拿大卡尔加里大学，博士后 2019.01 - 2021.07，美国宾西法尼亚州立大学，博士后 2021.09 - 至今，中国海洋大学，副教授 · 获奖情况 Distinguished Postdoc (Facilitated Innovation Collaboration Award)，2019 加拿大地球物理学会TGLS Scholarship，2017 加拿大卡尔加里大学Travel Award，2016 加拿大卡尔加里大学CREWES Fellowship，2013-2018

研究领域

物理驱动的深度学习波场模拟、介质成像与反演深度学习噪音压制与有效信号提取逆散射理论与层间多次波压制海洋甚低频地震信号传播理论与成像

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

1. Jian Sun, Fangcao Xu, Guido Cervone, Melissa Gervais, Christelle Wauthier, and Mark Salvador, 2021. Automatic atmospheric correction for shortwave hyperspectral remote sensing data using a time-dependent deep neural network. ISPRS Journal of Photogrammetry and Remote Sensing, 174, 117-131. (IF:8.979) 2. Jian Sun, Christelle Wauthier, Kirsten Stephens, Melissa Gervais, Guido Cervone, Peter C La Femina, and Machel Higgins, 2020. Automatic detection of volcanic surface deformation using deep learning. Journal of Geophysical Research: Solid Earth, 125, e2020JB019840. (IF: 3.848) 3. Jian Sun, Kristopher A. Innanen, and Chao Huang, 2021. Physics-guided deep learning for seismic inversion with hybrid training and uncertainty analysis, Geophysics, 86(3), pp. R303-R317. (IF: 2.928) 4. Jian Sun, Zhan Niu, Kristopher A. Innanen, Junxiao Li, and Daniel Trad, 2020. A theory-guided deep learning formulation and optimization of seismic waveform inversion. Geophysics, 85(2), pp. R87-R99. (IF: 2.928) 5. Jian Sun and Kristopher A. Innanen, 2019. A plane-wave formulation and numerical analysis of elastic multicomponent inverse scattering series internal multiple prediction. Geophysics, 84(5), pp. V255-V269. (IF: 2.928) 6. Jian Sun and Kristopher A. Innanen, 2018. Multidimensional inverse-scattering series internal multiple prediction in the coupled plane-wave domain. Geophysics, 83(2), pp. V73-V82. (IF: 2.928) 7. Tianze Zhang, Jian Sun, Kristopher Innanen, and Daniel Trad, 2021, A recurrent neural network for ℓ1 anisotropic viscoelastic full waveform inversion with high-order total variation regularization: 91st Annual International Meeting, SEG, Expanded Abstracts. 8. Jian Sun, Fangcao Xu, Guido Cervone, Melissa, Gervais, Christelle, Wauthier, and Mark Salvador, 2020. Automatic atmospheric correction for shortwave hyperspectral remote sensing data using a time-dependent deep neural network. 101th AGU Annual Meeting. 9. Tianze Zhang, Kristopher A. Innanen, Jian Sun, and Daniel O. Trad, 2020. Numerical analysis of a deep learning formulation of multi-parameter elastic full waveform inversion. SEG Technical Program Expanded Abstracts: 1531-1535. 10. Jian Sun, Christelle Wauthier, Kirsten Stephens, Melissa Gervais, Guido Cervone, Peter C La Femina, Machel Higgins, 2019, Deep Learning Application on Volcanic Deformation Detection and Blind Source Separation in InSAR Data. 100th AGU Annual Meeting. 11. Jian Sun, Zhan Niu, Kristopher A. Innanen, Junxiao Li, Daniel Trad, 2019. A theory guided deep learning formation of seismic waveform inversion. SEG Technical Program Expanded Abstracts, 2343–2347. 12. Jian Sun, Zhan Niu, Kristopher A. Innanen, Junxiao Li, Daniel Trad, 2019, A deep learning perspective of the forward and inverse problem in exploration geophysics. CSEG Expanded Abstracts. 13. Zhan Niu, Jian Sun, Daniel Trad, 2019. Inversion with the Born approximation in a deep learning framework. CSEG Expanded Abstracts. 14. Kristopher A. Innanen, Jian Sun, Andy Iverson, 2018. Making Acoustic and Elastic Internal Multiple Prediction Work Efficiently and without Artifacts. EAGE Expanded Abstracts, doi: 10.3997/2214-4609.201801963. 15. Jian Sun, Kristopher A. Innanen, Daniel Trad, and Yu Geng, 2018. Multicomponent inverse scattering series internal multiple prediction part I: analysis of input preparation. CSEG Expanded Abstracts. 16. Jian Sun, Kristopher A. Innanen, Daniel Trad, and Yu Geng, 2018. Multicomponent inverse scattering series internal multiple prediction part II: domains and implementations. CSEG Expanded Abstracts. 17. Jian Sun and Kristopher A. Innanen, 2017. Multicomponent inverse scattering series internal multiple prediction in the tau-p domain. SEG Technical Program Expanded Abstracts, 2491-2496. 18. Jian Sun, Kristopher A. Innanen, 2017. Literature review and discussion of inverse scattering series on internal multiple prediction. CSEG Expanded Abstracts. 19. Jian Sun and Kristopher A. Innanen, 2016. Inverse scattering series internal multiple prediction in the double plane wave domain. SEG Technical Program Expanded Abstracts, 4555-4560. 20. Jian Sun, Kristopher A. Innanen, 2016. Extension of internal multiple prediction from 1.5D to 2D in the double plane-wave domain. CSEG Expanded Abstracts. 21. Scott Keating, Jian Sun, Pan Pan, Kristopher A. Innanen, 2016. Nonstationary L1 adaptive subtrraction with application to internal multiple attenuation. CSEG Expanded Abstracts.

学术兼职

国际地球物理学会（SEG）会员加拿大地球物理学会（CSEG）会员美国地球物理学会（AGU）会员欧洲地质学家与工程师学会（EAGE）会员《ISPRS Journal of Photogrammetry and Remote Sensing》、《IEEE Transactions on Geoscience and Remote Sensing》、《IEEE Transactions on Antennas & Propagation》、《Geophysics》、《IEEE Geoscience and Remote Sensing Letters》、《Geophysical Prospecting》、《Exploration Geophysics》、《Pure and Applied Geophysics》、《Marine Geophysical Research》、《Studia Geophysica et Geodaetica》等二十余个知名国际SCI期刊审稿人