Doctoral candidates helping spearhead projects in oil extraction, solar energy
Miao JinAcross the EMS Energy Institute, preparing next-generation leaders in energy research and industry means engaging them in hands-on projects, empowering their ideas, and positioning them alongside faculty advisers.
In 2025, the works of doctoral candidates Miao Jin and Souk Yoon (John) Kim showcased the central role of up-and-coming students in the institute community. Jin coauthored a study to boost oil production from Permian shale wells during gas-lift operations, while Kim led a paper on a promising solid additive for organic photovoltaics.
The latter study appeared in a special issue of the journal ACS Materials Au recognizing “2025 Rising Stars in Material Science.” Kim, who is a student in the Penn State Department of Materials Science and Engineering, began examining solar cells during his undergraduate studies and is interested in eventually translating his research into industry applications.
Souk Yoon (John) Kim“Laptop computers and electric vehicles are examples of applications that could potentially benefit from a new generation of lightweight, flexible solar technologies,” Kim says.
The key to enabling these applications, he explains, lies in improving the efficiency and long-term stability of thin, lightweight solar cells at larger scales, such as the organic photovoltaics he researches with his faculty adviser, Nutifafa Doumon, an affiliate of the Energy Institute.
Doumon and Kim co-led the paper in ACS Materials Au, which explores the viability of a solid additive, 9,10-phenanthrenequinone (PQ), to enhance the efficiency and long-term stability of organic photovoltaics. Distinct from silicon solar cells—which are a dominant solar technology—emerging organic solar cells tend to be more flexible, lighter, and less expensive to manufacture.
But they also tend to degrade and lose efficiency more quickly, among other drawbacks. Doumon and Kim found that PQ marginally improved efficiency while reducing degradation of organic solar cells, “helping devices retain over 90 percent of their original efficiency under sustained heat,” as Kim notes. Less degradation translates to better stability.
“Using PQ means more reliable and longer-lasting organic solar cells without complex synthesis or toxic processing,” says Kim, who advocated for the study. “We see incorporating PQ as a practical pathway toward sustainable, scalable, and more durable organic photovoltaic technologies, as also indicated by one of the paper’s reviewers.”
Honored repeatedly for his research and leadership, Kim coordinated the 2025 Energy Innovations symposium, held at the Energy Institute in April and led by graduate students. In September 2025, a paper co-led by Kim and Doumon was recognized in the 2025 “Emerging Investigators” collection of the Journal of Materials Chemistry C. The paper appears among the journal’s thirty most popular articles for the year.
Kim also helped secure a research grant through the Next-Generation Science and Technology Leaders Program by the Korean Federation of Science and Technology Societies. And he was nominated to attend the 2025 CERAWeek by S&P Global conference as part of the inaugural NextGen cohort, with support from the Energy Institute.
Jin studies in the Penn State John and Willie Leone Family Department of Energy and Mineral Engineering and has been a representative on its Graduate Student Council. His research focuses on machine-learning models that can be utilized for improving oil recovery from shale reservoirs.
With his faculty adviser, Energy Institute affiliate Hamid Emami-Meybodi, Jin published a paper in the journal Energy & Fuels in July 2025. Their study focused on an expensive problem for the oil industry: rapid decline in oil production from the shale wells in unconventional reservoirs.
Industry operators use the technique known as gas lift to improve oil recovery as reservoir pressure drops around the wellbore, increasing the oil rates from multi-fractured horizontal wells in shales like the Permian Basin in Texas and New Mexico. But it’s a persistent challenge to predict and measure the pressure changes at the bottom of these deep wells that signal when to begin gas lift, Jin explains. Poor timing can limit extraction, impede efficiency, and cost significant money.
Jin and Emami-Meybodi used field data from twenty-one shale wells in the Permian Basin to develop models that predict bottomhole pressure. Their machine-learning approach promises to help well productivity and demonstrates how advanced, data-driven models can address similar problems in the field, says Jin, who specializes in petroleum engineering.
Over the longer term, he hopes to apply data science and machine learning for industry uses, perhaps in areas of new energy as well.
“There’s no limitation for the application of advancements in data science,” says Jin, who has worked as an intern for Chevron. “It’s the future of energy.”
This research took shape as part of the Subsurface Energy Recovery and Storage (SERS) Joint Industry Partnership directed by Emami-Meybodi.
Energy Institute Retirements
Johns held Trimble chair
Russell Johns, a faculty affiliate of the EMS Energy Institute and a former interim head of the Penn State Department of Energy and Mineral Engineering, retired from the University in 2025. Elected to the National Academy of Engineering in 2025, he held the George E. Trimble Chair of Energy and Mineral Sciences and was a professor of petroleum and natural-gas engineering.
Morrison continues service to nonprofit
Associate Research Professor Joel Morrison, a member of the EMS Energy Institute for more than 25 years, retired from Penn State in June 2025. He remains the fund administrator for the West Penn Energy Fund, a nonprofit that fosters sustainable energy, and is now an associate research professor emeritus at the University.
Alumni Spotlight
Patricia and Jerry BerkebileCredit: Provided by Jerry BerkebileAfter more than forty years in the oil and gas industry, the world-wide need for energy has never been more clear to Jerry Berkebile.
A 1977 graduate of the Penn State College of Earth and Mineral Sciences (EMS) in petroleum and natural gas engineering, Berkebile built his long career in various engineering and management positions as well as leading multiple exploration-based companies.
Today, he notes, the demands of economic development, global population growth, artificial intelligence, and advanced living standards are amplifying the role of plentiful, reliable and affordable energy. Electricity demand alone is forecast to increase by as much as three-quarters worldwide by 2050, according to the U.S. Energy Information Administration.
At the EMS Energy Institute, Berkebile and his wife, Pat, see the trends as a moment for international leadership—a chance to redouble the institute’s research momentum and strengthen the next generation of industry innovators. The Berkebiles recently made a generous gift to help the institute community cultivate a big new idea for energy development.
Their hope is to plant a seed that spurs invention and helps tackle soaring energy needs. Specifics remain under discussion.
“I don’t know what the next big energy idea will be, but I’ve seen in the petroleum industry that the power of one idea is huge. So many times, just one idea has changed the world,” Jerry Berkebile says. “We have so many resources in our country—and worldwide—that just one idea could double the amount of oil, nuclear energy, or another source.”
The Berkebiles are drawn in particular to the Energy Institute, where they are committed supporters. Students working with the institute “always blow us away” with their skill, talent, and dedication.
“Those of us in industry might not have the time or resources to pursue groundbreaking new ideas outside of our areas of expertise,” Jerry Berkebile says. “But the institute community does. The potential of one idea drives us.”
A recipient of the Colleen Swetland Alumni Achievement Award and the C. Drew Stahl Distinguished Achievement Award in Petroleum Engineering at Penn State, Jerry Berkebile has long engaged with the EMS community at large. Among his roles, he has been as a guest speaker and mentor; a member of the external advisory board in the Department of Energy and Mineral Engineering; and a participant in the Energy Crisis Leadership Challenge, a final project for an energy business and finance course. The Berkebiles also sponsor the Berkebile Family Trustee Matching Scholarship for petroleum engineering students.
Berkebile’s enthusiasm stems in part from appreciation for “what the University has done for him,” Pat Berkebile says. “He wants to pay back—or pay forward—by helping other young people pursue dreams, pursue excellence, pursue research. The University means a lot to the family.”
As undergraduates themselves, the Berkebiles benefitted from individual and corporate generosity through scholarships and internships. “We believe that when we have the opportunity to help provide for the next generation of students, we should support them,” Jerry Berkebile says.
Sanjay Srinivasan, the Energy Institute director, says the Berkebiles’ involvement illustrates the importance of engagement from outside the lab and classroom. The couple exemplifies a collaborative sensibility that helps define the institute, including among alumni and in industry relationships, Srinivasan says.
“Jerry and Pat’s insights, worldly experiences, and thoughtful generosity in so many areas are a vital difference-maker for students and faculty,” Srinivasan says. “We’re grateful for our bonds with them—they are truly part of the family here. Their reach is incalculable.”
A life member of the Penn State Alumni Association and part of the EMS Obelisk Society, Jerry Berkebile is the president of Colt Hill Resources LLC. The independent oil and gas company is based in Midland, Texas, where the Berkebiles have lived more than thirty years.
Jerry Berkebile is a longtime petroleum engineer and business owner, having founded or co-founded successful oil companies. He also worked twenty-five years in management and engineering roles at Marathon Oil, both domestic and international.
He emphasizes access to energy as a core part of expanding healthy living standards, adequate health care, and mechanized farming and irrigation across impoverished parts of the world. Abundant energy will drive economic stability and opportunity in, for instance, areas of Africa and Southeast Asia, he says. And it will power artificial-intelligence projects in areas such as Western Pennsylvania, where Berkebile grew up.
“As worldwide energy demand surges and we ask, ‘Where’s the next big opportunity for supply?’ — the answer begins at Penn State’s Energy Institute,” he says.