代表成果
[1]Yuxiao Ren, Benchao Liu, Bin Liu, Zhengyu Liu*, Peng Jiang, Joint Inversion of Seismic and Resistivity Data Powered by Deep-learning, IEEE Transactions on Geoscience and Remote Sensing, 2024, 62: 5929614
[2]Peng Jiang, Shuai Cao, Shiyu Guo,Yuxiao Ren*,Yong Li, Deep Learning Based Optimization Framework for Full-waveform Inversion in Tunnels[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62: 5925311.
[3]Yuxiao Ren,Jiansen Wang, Qingyang Wang, Senlin Yang*. Self-supervised learning waveform inversion for seismic forward-prospecting in tunnels: A case study in Pearl River Delta Water Resources Allocation Project in China[J]. Geophysics, 2024, 89: WA309-WA321.
[4]Peng Jiang, Qingyang Wang,Yuxiao Ren*, Senlin Yang, and Ningbo Li. Full waveform inversion based on inversion network reparameterized velocity[J]. Geophysical Prospecting, 2024, 72(1): 52-67.
[5]Yuxiao Ren, Jiansen Wang, Zhichao Yang, Xinji Xu*, Lei Chen*. Pre-stack elastic reverse time migration in tunnels based on cylindrical coordinates[J]. Journal of Rock Mechanics and Geotechnical Engineering, 2022, 14 (6): 1933-1945.
[6]Xu Guo, Jiansen Wang, Senlin Yang,Yuxiao Ren*. Optimal staggered-grid finite-difference method for wave modeling based on artificial neural networks[J]. Computers & Mathematics with Applications, 2022, 108: 141-158.
[7]Yuxiao Ren, Bin Liu, Senlin Yang, Duo Li, Peng Jiang*. Seismic data inversion with acquisition adaptive convolutional neural network for geologic forward prospecting in tunnels [J]. Geophysics, 2021, 86 (5): R659-R670.
[8]Yuxiao Ren, Lichao Nie*, Senlin Yang, Peng Jiang*, Yangkang Chen. Building Complex Seismic Velocity Models for Deep Learning Inversion. IEEE Access, 2021, 9: 63767-63778.
[9]Yuxiao Ren, Zhichao Yang, Bin Liu*, Xinji Xu, Yangkang Chen. Prestack reverse time imaging in tunnels based on the decoupled nonconversion elastic-wave equation[J]. Geophysics, 2020, 85(6): S371-S383.
[10]Yuxiao Ren, Xinji Xu*, Senlin Yang, Lichao Nie*, Yangkang Chen. A Physics-Based Neural-Network Way to Perform Seismic Full Waveform Inversion[J]. IEEE Access, 2020, 8: 112266-112277.
