Mary Johns

Title: Mary Johns - Innovator in Hydrocarbon Detection

Introduction

Mary Johns is a prominent inventor based in Houston, TX (US). She has made significant contributions to the field of geological analysis through her innovative patent. Her work focuses on the detection of hydrocarbon presence in subsurface environments, utilizing advanced computational methods.

Latest Patents

Mary Johns holds a patent for a groundbreaking method titled "Detection of hydrocarbon presence in subsurface from seismic images using relational learning." This computer-implemented method enables the detection of geological elements or fluids in the subsurface by analyzing seismic images. The approach employs unsupervised learning techniques, such as variational machine learning, to identify relationships between different sets of seismic data. This innovative framework allows for the effective learning of a Direct Hydrocarbon Indicator (DHI) from seismic images, enhancing the accuracy of hydrocarbon detection.

Career Highlights

Mary is currently employed at ExxonMobil Technology and Engineering Company, where she applies her expertise in seismic data analysis. Her work has been instrumental in advancing the methodologies used in hydrocarbon exploration and detection. With her unique skill set, she has positioned herself as a valuable asset in the energy sector.

Collaborations

Mary has collaborated with notable colleagues, including Kuang-Hung Liu and Huseyin Denli. These partnerships have fostered a collaborative environment that encourages innovation and the sharing of ideas.

Conclusion

Mary Johns is a trailblazer in the field of hydrocarbon detection, with her innovative patent and contributions to seismic data analysis. Her work continues to influence the energy sector and showcases the importance of technological advancements in geological exploration.