Company Filing History:
Years Active: 2013-2019
Title: **Innovations by Adam Usadi: A Pioneer in Hydrocarbon Reservoir Simulation**
Introduction
Adam Usadi is a notable inventor based in Basking Ridge, NJ, recognized for his significant contributions to the field of hydrocarbon reservoir modeling. With a total of six patents to his name, his innovative work focuses on employing machine learning techniques to enhance simulation accuracy and efficiency in complex fluid dynamics.
Latest Patents
Among his latest patents, Adam developed methods and systems for machine-learning-based simulation of flow. His first patent describes a method for modeling a hydrocarbon reservoir by generating a reservoir model that includes multiple sub-regions. This method utilizes a training simulation to derive a set of training parameters, including state variables and boundary conditions of at least one sub-region. A machine learning algorithm then approximates an inverse operator of a matrix equation that determines fluid flow through porous media. The resultant representation of the physical hydrocarbon reservoir is stored in a non-transitory, computer-readable medium. Another closely related patent also deals with modeling hydrocarbon reservoirs, providing a solution surrogate for sub-regions by searching a database of existing surrogates and employing machine learning methods when necessary.
Career Highlights
Adam Usadi has made substantial impacts during his tenure at ExxonMobil Upstream Research Company, where he applies his expertise in machine learning to tackle industry challenges. His relentless pursuit of innovation is evident in his patent portfolio, reflecting his dedication to improving reservoir simulation models and fluid flow analysis.
Collaborations
Throughout his career, Adam has collaborated with a talented team, including coworkers Dachang Li and Rossen Parashkevov. Their collective efforts contribute to advancing technologies in hydrocarbon extraction and improving the overall efficiency of resource management.
Conclusion
Adam Usadi stands out as an influential inventor in the field of hydrocarbon research. His innovative patents underline a commitment to advancing the science of reservoir simulation through machine learning, positioning him as a pioneer in the industry. With ongoing collaborations and a track record of success, he is set to continue impacting the development of sophisticated modeling techniques in the future.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.