Jian Sun, Kris Innanen, Zhan Niu, Matt Eaid, 2020. Inverse scattering series internal multiple prediction in common-midpoint domain, coming soon (See preprint version in the link).
Tianze Zhang, Kris Innanen, Jian Sun, Daniel Trad, 2020 Numerical analysis of a deep learning formulation of elastic full waveform inversion, Geophysics, under revision.
Jian Sun, Fangcao Xu, Guido Cervone, Melissa Gervais, Christelle Wauthier, 2020. Automatic atmospheric correction for hyperspectral remote sensing data using a time-dependent deep neural network, ISPRS Journal of Photogrammetry and Remote Sensing, 174, 17-131.
Jian Sun, Kris Innanen, Chao Huang, 2020. Physics-guided deep learning for seismic inversion with hybrid training and uncertainty analysis, Geophysics, 86(3), pp. R303-R317.
Jian Sun, Christelle Wauthier, Kirsten Stephens, Melissa Gervais, Guido Cervone, Pete LaFemina, and Machel Higgins, 2020. Automatic detection of surface deformation by volcanic sources using deep learning, Journal of Geophysical Research: Solid Earth, 125, e2020JB019840.
Chao Guo, Tieyuan Zhu, Yongtao Gao, Shunchuan Wu, Jian Sun, 2020, AEnet: Automatic picking of P-wave first arrivals using deep learning, IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3010541.
Jian Sun, Zhan Niu, Kris Innanen, Junxiao Li, and Daniel Trad, 2020. A theory-guided deep learning formulation and optimization of seismic waveform inversion, GEOPHYSICS, 85(2), R87-R99.
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), V255-V269.
Jian Sun and Kristopher A. Innanen 2018. Multidimensional inverse-scattering series internal multiple prediction in the coupled plane-wave domain. GEOPHYSICS, 83(2), V73-V82.
Niantian Lin, Denghui Gao, Jian Sun, Lijie Wei, Jie Peng, 2012. Seismic attributes of the Permian and Triassic in Qingdao depression,South Yellow Sea Basin and their geological significance. ACTA PETROLEI SINICA, 6, pp.987-995.
NianTian Lin, Jian Sun, Jianjian Tang, Xiaodong Wang and Guihua Li, 2012. Spectral decomposition technology and its application to improving resolution of frequency spectrum. Journal of Shandong University of Science and Technology: Natural Science, 31(4), pp.18-25.
Tianze Zhang, Kris Innanen, Jian Sun, Daniel Trad, 2020 Numerical analysis of a deep learning formulation of elastic full waveform inversion, SEG 90th Annual Meeting, 2020, accepted.
Jian Sun, Christelle Wauthier, Kirsten Stephens, Melissa Gervais, Guido Cervone, Pete LaFemina, and Machel Higgins, 2019. Deep Learning Application on Volcanic Deformation Detection and Blind Source Separation in InSAR Data, AGU Annual meeting 2019.
Jian Sun, Zhan Niu, Kris Innanen, Junxiao Li, and Daniel Trad, 2019. "A theory-guided deep learning formulation and optimization of seismic waveform inversion", SEG 89th Annual Meeting, 2019.
Jian Sun, Zhan Niu, Kris Innanen, Junxiao Li, and Daniel Trad, 2019. "A deep learning perspective of the forward and inverse problems in exploration geophysics.", CSEG/CSPG/CWLS/GeoConvention, 2019.
Zhan Niu, Jian Sun, and Daniel Trad. ”Inversion with the Born approximation in a deep learning framework.” CSEG/CSPG/CWLS/GeoConvention, 2019.
Kristopher A. Innanen, Jian Sun, Andy Iverson.” Making Acoustic and Elastic Internal Multiple Prediction Work Efficiently and without Artifacts.” 80th EAGE Conference & Exhibition 2018.
Jian Sun, Kristopher A. Innanen, Daniel Trad, and Yu Geng. ”Multicomponent inverse scattering series internal multiple prediction part I: analysis of input preparation.” CSEG/CSPG/CWLS/GeoConvention, 2018.
Jian Sun, Kristopher A. Innanen, Daniel Trad, and Yu Geng. ”Multicomponent inverse scattering series internal multiple prediction part II: domains and implementations.” CSEG/CSPG/CWLS/GeoConvention, 2018.
Jian Sun and Kristopher A. Innanen. ”Multicomponent inverse scattering series internal multiple prediction in the tau-p domain.”, SEG International Exposition and 87th Annual Meeting, 2017.
Jian Sun, Kristopher A. Innanen.” Literature review and discussion of inverse scattering series on internal multiple prediction.” CSEG/CSPG/CWLS/GeoConvention, 2017.
Jian Sun and Kristopher A. Innanen.” Inverse scattering series internal multiple prediction in the double plane wave domain,.”, SEG International Exposition and 86th Annual Meeting, 2016.
Jian Sun and Kristopher A. Innanen (2016). ”Interbed multiple prediction on land: which technology, and which domain.” RECORDER, 41(8), 24-29.
Jian Sun, Kristopher A. Innanen.” Extension of internal multiple prediction from 1.5D to 2D in the double plane-wave domain.” CSEG/CSPG/CWLS/GeoConvention, 2016.
Hong Xu, Jian Sun, Brian Russell, Kristopher A. Innanen.” Porosity prediction using cokriging with multiple secondary datasets.” CSEG/CSPG/CWLS/GeoConvention, 2016.
Scott Keating, Jian Sun, Pan Pan, and Kristopher A. Innanen.” Nonstationary L1 adaptive subtrraction with application to internal multiple attenuation.” CSEG/CSPG/CWLS/GeoConvention, 2016.
Andrew Mills, Scott Keating, Jian Sun, Kristopher A. Innanen.” The effect of the near surface on internal multiples: a test of 1.5D prediction on synthetic examples.” CREWES Research Report, 2016.
