Yuxiao Ren

Title: Innovations of Yuxiao Ren in Seismic Detection Technologies

Introduction

Yuxiao Ren is a prominent inventor based in Jinan, China. He has made significant contributions to the field of seismic detection technologies, holding a total of 4 patents. His work focuses on developing innovative methods for analyzing seismic data, which are crucial for geological assessments and engineering applications.

Latest Patents

One of Yuxiao Ren's latest patents is titled "Multi-scale unsupervised seismic velocity inversion method based on autoencoder for observation data." This method utilizes an autoencoder to extract large-scale information, guiding an inversion network to recover different-scale features in a velocity model. By embedding a trained encoder into the network, the method enhances the analysis of seismic observation data, establishing a better mapping relationship between the data and the velocity model. This unsupervised inversion method incorporates location codes to assist the network in perceiving the layout of the observation system, ultimately achieving accurate inversion results even without a real geological model for training.

Another notable patent is the "Multi-wavefield seismic detection method and system based on construction noise of shield machine." This innovative approach uses noise generated by the construction of a shield machine as a seismic source to obtain multi-wavefield seismic information. By constructing a stratum velocity model through joint inversion and utilizing reflection wave information for migration imaging, this method enables accurate detection of geological conditions in front of a tunnel face during shield construction.

Career Highlights

Yuxiao Ren is affiliated with Shandong University, where he continues to advance research in seismic detection technologies. His work has garnered attention for its practical applications in engineering and geology, contributing to safer and more efficient construction practices.

Collaborations

Yuxiao Ren collaborates with esteemed colleagues, including Bin Liu and Shucai Li. Their combined expertise enhances the research and development of innovative seismic detection methods.

Conclusion

Yuxiao Ren's contributions to seismic detection technologies demonstrate his commitment to innovation and practical engineering solutions. His patents reflect a deep understanding of seismic data analysis, paving the way for advancements in geological assessments.