image: Artificial Intelligence (AI) innovator Yue Hu, Ph.D., AI Specialist – Production Technology at bp, is the recipient of the 2026 Edith and Peter O’Donnell Award in Technology Innovation from TAMEST. She was chosen for her cutting-edge work applying AI to optimize real-time industrial processes in the energy sector.
Credit: TAMEST (Texas Academy of Medicine, Engineering, Science and Technology)
Artificial Intelligence (AI) innovator Yue Hu, Ph.D., AI Specialist – Production Technology at bp, is the recipient of the 2026 Edith and Peter O’Donnell Award in Technology Innovation from TAMEST. She was chosen for her cutting-edge work applying AI to optimize real-time industrial processes in the energy sector.
Dr. Hu specializes in reinforcement learning (RL), an AI approach that learns by trial and error. While RL has proven powerful in fields like robotics and gaming, it had rarely been applied successfully to high-stakes oilfield operations. By combining AI with bp’s powerful computing systems, Dr. Hu has successfully applied RL tools to complex processes like hydraulic fracturing to help make smarter, safer and more efficient decisions in real time.
Her system has been used in over 40 field operations and is estimated to deliver more than $20 million in annual savings for bp by providing real-time predictions, supporting timely decisions and reducing costly delays. Her work also serves as a powerful training tool, helping transfer expert knowledge to younger engineers through re-playable simulations of real-world scenarios.
In addition to her work in oil and gas, Dr. Hu is applying RL to renewable energy challenges, such as optimizing wind turbine performance. She is also developing scalable AI architectures that integrate with physics-based models to enhance fuel production and environmental results. These efforts contribute to advancements in intelligent, resilient and sustainable practices within the energy sector.
“Dr. Hu is a visionary technologist who has brought advanced artificial intelligence out of the lab and into the field, driving both tangible business and environmental impact,” said nominator Martin R. Gonzalez, Ph.D., Innovation and Technology Principal, bp Oil and Gas Technology. “Her courage in bridging experimental AI methods with real-world challenges is advancing decision intelligence, operational safety and energy efficiency at scale.”
Dr. Hu is one of five Texas-based researchers receiving the TAMEST 2026 Edith and Peter O’Donnell Awards. Each is chosen for their individual contributions addressing the essential role that science and technology play in society, and whose work meets the highest standards of exemplary professional performance, creativity and resourcefulness.
Since the inception of the O'Donnell Awards in 2006, nearly $2.2 million has been awarded to more than 85 recipients in the categories of medicine, engineering, biological sciences, physical sciences and technology innovation. Eighteen past recipients have gone on to be elected to the National Academies of Sciences, Engineering and Medicine, including six elected to more than one National Academy.
“The Edith and Peter O’Donnell Awards have shone a spotlight on Texas’ brightest emerging researchers who are pushing the boundaries of science and technology for the past 20 years,” said Edith and Peter O’Donnell Awards Committee Chair Margaret A. Goodell, Ph.D. (NAM, NAS), Baylor College of Medicine, who herself received the O’Donnell Award in Medicine in 2011. “Each year, these awards celebrate not only exceptional individual achievement but also the profound impact that innovative research has on communities, industries and our future. It is inspiring to witness the next generation of trailblazers making Texas a global leader in transformative discovery.”
Dr. Hu will be honored at the 20th Anniversary Edith and Peter O’Donnell Awards Dinner and Ceremony on Tuesday, February 3, 2026, and will present her research at the TAMEST 2026 Annual Conference: Pioneering Climate Innovations, taking place at the Kimpton Santo Hotel in San Antonio, Texas.
All are welcome to register to attend the ceremony and the conference. Nominations for the 2027 Edith and Peter O’Donnell Awards will open Tuesday, January 20, 2026, and close Monday, March 30, 2026, at 6 p.m. CT.
View a video on Dr. Hu's groundbreaking research here.
TAMEST 2026 Edith and Peter O’Donnell Awards Recipients:
- Medicine: Pengfei Liu, Ph.D., Baylor College of Medicine
- Engineering: Bilal Akin, Ph.D., The University of Texas at Dallas
- Biological Sciences: Yunsun Nam, Ph.D., UT Southwestern Medical Center
- Physical Sciences: Fan Zhang, Ph.D., The University of Texas at Dallas
- Technology Innovation: Yue Hu, Ph.D., bp
The Edith and Peter O’Donnell Awards annually recognize rising star Texas researchers who are addressing the essential role that science and technology play in society, and whose work meets the highest standards of exemplary professional performance, creativity and resourcefulness.
The Edith and Peter O’Donnell Awards are made possible by the O’Donnell Awards Endowment, established in 2005 through the generous support of several individuals and organizations. View a full list of supporters here.
About TAMEST:
TAMEST was co-founded in 2004 by the Honorable Kay Bailey Hutchison and Nobel Laureates Michael S. Brown, M.D., and Richard E. Smalley, Ph.D. With more than 355 members, eight Nobel Laureates and 23 member institutions, TAMEST is composed of the Texas-based members of the three National Academies (National Academy of Medicine, National Academy of Engineering and National Academy of Sciences) and other honorific organizations. We bring together the state’s brightest minds in medicine, engineering, science and technology to foster collaboration, and to advance research, innovation and business in Texas.
TAMEST’s unique interdisciplinary model has become an effective recruitment tool for top research and development centers across Texas. Since our founding, more than 325 TAMEST members have been inducted into the National Academies or relocated to Texas.