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Years Active: 2024-2025
Title: Yang Liu: Innovator in Artificial Intelligence and Directional Drilling
Introduction
Yang Liu is a prominent inventor based in Singapore, known for his contributions to artificial intelligence and directional drilling technologies. With a total of 5 patents, Liu has made significant strides in enhancing the efficiency and effectiveness of AI models and drilling operations.
Latest Patents
One of Liu's latest patents is a context similarity detector for artificial intelligence. This invention addresses the challenges faced when training AI models with datasets that may not align in context. The system can identify context-similar datasets, allowing for more effective training and testing of AI models. By generating a context similarity score, it ensures that the datasets used are relevant, thereby improving the model's performance.
Another notable patent is related to nonlinear model predictive control for directional drilling applications. This innovation utilizes a nonlinear Delay Differential Equation (DDE) model to enhance the precision of borehole drilling according to a well plan. Liu's approach incorporates techniques such as generalized feedback linearization and finite element concepts to transform the nonlinear model into a linear Ordinary Differential Equation (ODE) form. This transformation allows for optimal control inputs to be determined, ensuring that the drill string remains aligned with the planned trajectory, even amidst disturbances.
Career Highlights
Throughout his career, Yang Liu has worked with esteemed organizations such as Halliburton Energy Services, Inc. and the National University of Singapore. His experience in these institutions has contributed to his expertise in both artificial intelligence and drilling technologies.
Collaborations
Liu has collaborated with notable professionals in his field, including Kaixiao Tian and Ketan Chimanlal Bhaidasna. These collaborations have further enriched his work and innovations.
Conclusion
Yang Liu's contributions to artificial intelligence and directional drilling exemplify his innovative spirit and dedication to advancing technology. His patents reflect a commitment to solving complex challenges in these fields, making him a significant figure in the realm of invention.
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.