Academic title: Professor, PhD advisor in Geophysics
Email: yuanyuanli@upc.edu.cn
Phone number: 15264206837
Academic Service: SEG & EAGE member.
Research Interests:
AI + geophyiscs: AI application in seismic process, inversion and imaging
Full waveform inversion: Elastic/Anisotropic FWI, RWI, Target-oriented FWI, Time-lapse FWI, Seismic inversion and imaging
Education
2013.09–2018.06 Ph.D. Geophysics, School of Geosciences, China University of Petroleum (East China)
2016.10–2017.10 Visiting Ph.D student. Geophysics, Physics and Science Division, King Abdullah University of Science and Technology
2009.09–2013.06 Bachelor. Exploration Technology and Engineering (Geophysics), School of Geosciences, China University of Petroleum (East China)
Professional Experience
2023.04–Present Professor Geophysics, School of Geosciences, China University of Petroleum (East China)
2021.11– 2022.12 Research Scientist PSE Division, Earth Science and Engineering program, King Abdullah University of Science and Technology.
2018.11 – 2021.10 Postdoctoral Researcher Fellow PSE Division, King Abdullah University of Science and Technology.
Academic Service
2024-Present: Associate Editor of Journal of Geophysical and Engineering
2021-2022: Technical Committee and Session Chair of SEG Workshop "Applications of Machine Learning and AI in Geophysics"
2022: Guest Editor of Energy Geosciences
2018-Present: Reviewer of IEEE Transactions on Geoscience and Remote Sensing, Geophysics, Geophysical Journal International, Geophysical Prospecting, and other journals
2019-Present: EAGE and SEG Member
Awards
2020 KAUST-NVIDIA Hackathon First Place Prize
2016 National scholarship for Excellent Doctoral Students
2013 Outstanding Undergradute Graduation Thesis of CUP ( Top 5% in CUP)
2011 National scholarship for Excellent Undergraduate Students (2/150)
2010 National scholarship for Excellent Undergraduate Students (2/150)
Honors
2022 Shandong Province Outstanding Youth Science Project (Overseas)
2023 China University of Petroleum (East China) Guanghua Scholar
2023 Taishan Scholar of Shandong Province
Selected Publications
[1].Yuanyuan Li, Tariq Alkhalifah, Jianping Huang and Zhenchun Li, Characterizing the target of interest underlying a complex overburden with target-oriented elastic waveform inversion, Journal of Geophysics and Engineering, 2024.
[2].Hao Zhang, Yuanyuan Li*, Jianping Huang*, Conditional Denoising Diffusion Probabilistic Model for Seismic Diffraction Separation and Imaging, IEEE Transactions on Geoscience and Remote Sensing, 2024.
[3].Yuanyuan Li, Hao Zhang, Jianping Huang*, Conditional Denoising Diffusion Probabilistic Model for ground-roll attenuation, IEEE Transactions on Geoscience and Remote Sensing, 2024.
[4].Yuanyuan Li and Tariq Alkhalifah, Target-oriented time-lapse elastic full-waveform inversion constrained by deep learning-based prior model, IEEE Transactions on Geoscience and Remote sensing, 2022, 60.
[5].Yuanyuan Li and Tariq Alkhalifah, Target-oriented high-resolution elastic full waveform inversion with an elastic redatuming method, Geophysics, 2022, 87(5): R379-R389.
[6].Yuanyuan Li, Tariq Alkhalifah and Zhendong Zhang, Deep-learning assisted regularized elastic full waveform inversion using the velocity distribution information from wells, Geophysical Journal International, 2021, 226(2): 1322-1335.
[7].Yuanyuan Li, Tariq Alkhalifah and Qiang Guo, Target-oriented time-lapse waveform inversion using deep learning assisted regularization, Geophysics, 2021, 86(4): R485-R495.
[8].Yuanyuan Li, Qiang Guo, Zhenchun Li and Tariq Alkhalifah, Elastic reflection waveform inversion with variable density, Geophysics, 2019, 84(4): R553-R567.
[9].Yuanyuan Li, Yunseok Choi, Tariq Alkhalifah, Zhenchun Li and Kai Zhang, Full waveform inversion using nonlinearly smoothed wavefield, Geophysics, 2018, 83(2): R117-R127.
[10].Yuanyuan Li and Tariq Alkhalifah, Extended full waveform inversion with matching filter, Geophysical prospecting, 2021, 69(7): 1441-1454.
[11].Yuanyuan Li and Tariq Alkhalifah, Multi-parameter reflection waveform inversion for acoustic transversely isotropic media with a vertical symmetry axis, Geophysical prospecting, 2020,68:1878-1892.
[12].Yuanyuan Li, Zhenchun Li, Kai Zhang and Yuzhao Lin, Frequency-domain full waveform inversion with rugged free surface based on variable grid finite-difference method, Journal of seismic exploration, 2016, 25: 543-559.
[13].Yuanyuan Li, Zhenchun Li, Kai Zhang and Xuan Zhang, Frequency domain elastic full waveform multi-scale inversion method based on dual-level parallelism, Applied Geophysics, 2015, 12(4):545-554.
[14].Yuanyuan Li and Tariq Alkhalifah, Self-supervised pre-training Vision Transformer with masked autoencoders for building subsurface model, IEEE Transactions on Geoscience and Remote sensing, 2023.
[15].Senlin Yang, Tariq Alkhalifah, Yuxiao Ren, Bin Liu, Yuanyuan Li, and Peng Jiang, Well-log information-assisted high-resolution waveform inversion based on deep learning, IEEE Geoscience and Remote sensing Letters, 2023.
[16].Chao Song, Tariq Alkhalifah and Yuanyuan Li, A sequential inversion with outer iterations for the velocity and the intrinsic attenuation using an efficient wavefield inversion, Geophysics, 2020, 85(6): R447–R459.
[17].蔺玉曌,李振春,张凯,李媛媛,基于新的惩罚因子算法的波场重构反演,地球物理学报, 2018, 61(10): 4100-4109.
[18].Zhenchun Li, Yuzhao Lin, Kai Zhang, Yuanyuan Li, Zhennan Yu, Time-domain wavefield reconstruction inversion, Applied Geophysics, 2017, 14(4): 523-528.
[19].李媛媛，李振春，张凯.频率域多尺度弹性波全波形反演, 2015.05,石油物探.
[20].Yuanyuan Li and Tariq Alkhalifah, High-resolution target reservoir inversion underlying a transversely isotropic elastic overburden, EAGE Annual Conference & Exhibition, 2022.
[21].Yuanyuan Li, Abdullah Alali and Tariq Alkhalifah, High-wavenumber extrapolation for band-limited FWI results using deep learning, EAGE Annual Conference & Exhibition, 2022.
[22].Yuanyuan Li and Tariq Alkhalifah, Target-Oriented High-Resolution Elastic Full Waveform Inversion using Redatumed Multi-Component Data, EAGE Annual Conference & Exhibition, 2021.
[23].Yuanyuan Li, Andrey Bakulin, Philippe Nivlet, Robert Smith and Tariq Alkhalifah, Target-oriented time-lapse elastic full-waveform inversion assisted by deep learning with prior information, SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, 2021.
[24].Yuanyuan Li, Tariq Alkhalifah and Zhendong Zhang, High-resolution regularized elastic full waveform inversion assisted by deep learning, EAGE Annual Conference & Exhibition, 2020.
[25].Yuanyuan Li, Tariq Alkhalifah and Qiang Guo, Target-oriented time-lapse waveform inversion using a deep learning assisted regularization, SEG Annual Conference & Exhibition, 2020.
[26].Yuanyuan Li, Qiang Guo, Tariq Alkhalifah and Vladimir Kazei, Target-oriented time-lapse waveform inversion using redatumed data: Feasibility and robustness, SEG Annual Conference & Exhibition, 2020.
[27].Yuanyuan Li and Tariq Alkhalifah, Matching-filter based extended full waveform inversion, EAGE Conference and Exhibition, 2019.
[28].Yuanyuan Li and Tariq Alkhalifah, Reflection waveform inversion in acoustic VTI media, SEG Conference and Exhibition, 2019.
[29].Yuanyuan Li, Tariq Alkhalifah, Qiang Guo, Zhenchun Li, Elastic reflection waveform inversion with variable density, SEG Conference and Exhibition, 2017.
[30].Yuanyuan Li, Yunseok Choi, Tariq Alkhalifah, Zhenchun Li and Kai Zhang, Full waveform inversion using nonlinearly smoothed wavefield, EAGE Conference and Exhibition, 2017.
[31].Yuanyuan Li, Zhenchun Li and Kai Zhang, Multi-scale Frequency-domain Elastic Full Waveform Inversion Based on Dual-level Parallelism, EAGE Conference and Exhibition, 2016.
[32].Yuanyuan Li, Zhenchun Li and Kai Zhang, Frequency-domain waveform inversion with irregular surface based on variable grid finite difference method, EAGE Conference and Exhibition, 2016.
