Huihai Liu

Title: **Huihai Liu: Innovator in Hydrocarbon Production and Reservoir Modeling**

Introduction

Huihai Liu is an accomplished inventor based in Houston, Texas, known for his significant contributions to the field of hydrocarbon production and reservoir modeling. With a total of two patents to his name, Liu has made strides in utilizing advanced methodologies that enhance the understanding and prediction of hydrocarbon production rates.

Latest Patents

Liu's innovative work is exemplified by his latest patents, which leverage cutting-edge technologies and scientific principles. One notable patent focuses on the "Determination of hydrocarbon production rates for an unconventional hydrocarbon reservoir." This method involves gathering various data from the reservoir, including reservoir characterization and well log data, to predict hydrocarbon production rates over time. A physics-constrained machine learning model, comprising an artificial neural network and a hydrocarbon fluid flow model, plays a pivotal role in this predictive analysis. The model generates parameters based on reservoir data, facilitating the display of predicted production rates effectively.

His second patent addresses "Predicting and modeling changes in capillary pressure and relative permeabilities in a porous medium due to mineral precipitation and dissolution." This invention enhances computer modeling techniques that utilize continuum-scale hydraulic properties to determine pore size distributions and their effects on permeability during reactive transport. The ability to update capillary pressure curves in response to mineral reactions significantly advances the modeling accuracy for reservoir simulations.

Career Highlights

Huihai Liu currently works with Saudi Arabian Oil Company (Saudi Aramco), where he applies his expertise in hydrocarbon research and development. His contributions to the company have been integral in pushing boundaries in oil and gas extraction methodologies, ensuring efficient and sustainable practices are in place.

Collaborations

Throughout his career, Liu has collaborated with talented professionals such as Shuo Zhang and Mohammed Boudjatit. These partnerships reflect the importance of teamwork in driving innovation and enhancing technological advancements within the field of hydrocarbon production.

Conclusion

Huihai Liu stands out as a key figure in the realm of hydrocarbon production and modeling, with patents that not only showcase his inventive spirit but also contribute meaningfully to industry practices. His work exemplifies the intersection of technology and science, pushing for improvements that benefit the broader energy sector.