Jinsong Chen

Title: Jinsong Chen: Innovator in Seismic Analysis

Introduction

Jinsong Chen is a prominent inventor based in San Ramon, CA, known for his contributions to seismic analysis and uncertainty quantification. With a total of 3 patents, he has made significant strides in the field of geophysics and rock property modeling.

Latest Patents

One of his latest patents is titled "System and method for prediction of reservoir parameters with uncertainty quantification." This innovative method involves seismic inversion with uncertainty quantification, utilizing low frequency Markov Chain Monte Carlo (MCMC) processes on rock physics models. The process generates low frequency models of rock properties and trains a deep neural network to produce high frequency rock property models. This method allows for effective uncertainty quantification through broad-band MCMC processes executed by a computer system.

Another notable patent is "System and method for seismic depth uncertainty analysis." This method includes receiving wavelet basis functions and cutoff thresholds, followed by random perturbation of wavelet coefficients in reduced wavelet space. The transformed random wavelet fields are combined with a reference model to create candidate models. Hierarchical Bayesian modeling with MCMC sampling methods is then performed to generate multiple realizations, allowing for the computation of statistics to estimate depth uncertainty. This method is also executed by a computer system.

Career Highlights

Jinsong Chen has worked with notable organizations such as Chevron U.S.A. Inc. and the University of California. His experience in these institutions has contributed to his expertise in seismic analysis and modeling.

Collaborations

Throughout his career, Jinsong has collaborated with esteemed colleagues, including Gary Michael Hoversten and Huafeng Liu. These collaborations have further enhanced his research and development in the field.

Conclusion

Jinsong Chen's innovative work in seismic analysis and uncertainty quantification has established him as a key figure in his field. His patents reflect a commitment to advancing technology and improving methodologies in geophysics.