17
Publications
998
Citations
16
H-Index
2019
Active since
Yuxiao Ren is an author at Shandong University specializing in engineering, inverse problems, and seismology.
Top concepts
EngineeringInverse ProblemsSeismologySeismic ImagingCivil EngineeringEarthquake EngineeringData ScienceDeep LearningMachine LearningGeomechanics
Publications per year
2019–2023
17
17
Deep-Learning Inversion of Seismic Data
Shucai Li, Bin Liu, Yuxiao Ren et al. · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 353 citations · Full text
Geometric Learning, Convolutional Neural Network, Engineering +17
Deep-learning seismic full-waveform inversion for realistic structural models
Bin Liu, Senlin Yang, Yuxiao Ren et al. · Geophysics · 2020 · 106 citations
Convolutional Neural Network, Engineering, Machine Learning +17
A Physics-Based Neural-Network Way to Perform Seismic Full Waveform Inversion
Yuxiao Ren, Xinji Xu, Senlin Yang et al. · IEEE Access · 2020 · 71 citations · Full text
Geometric Learning, Convolutional Neural Network, Engineering +19
Physics-driven self-supervised learning system for seismic velocity inversion
Bin Liu, Peng Jiang, Qingyang Wang et al. · Geophysics · 2022 · 36 citations
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