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Doctoral graduate helps push quantum computing into fusion energy research

Less than a year after earning his doctoral degree in chemical and biomolecular engineering from Rice University, Thiago J. Pinheiro is already helping tackle one of the fundamental challenges facing fusion energy — using some of the…

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Aug 21, 2026 at 6:00 AM UTC · 3 dk okuma

Doctoral graduate helps push quantum computing into fusion energy research
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Less than a year after earning his doctoral degree in chemical and biomolecular engineering from Rice University, Thiago J. Pinheiro is already helping tackle one of the fundamental challenges facing fusion energy — using some of the world’s most advanced computing tools.

Pinheiro presenting his work while still at Rice. Image credit: Rice University

Pinheiro is now a postdoctoral research associate at Oak Ridge National Laboratory where he studies the atomic-scale behavior of molten salts and other materials relevant to energy technologies. He recently played a key role in a collaboration among ORNL, Cleveland Clinic and IBM that performed the first known quantum computing calculations on molecular structures in a molten salt relevant to fusion energy.

The research used a combination of classical high-performance computing and IBM quantum computers to study FLiBe, a mixture of lithium fluoride and beryllium fluoride considered a leading candidate for the liquid “blanket” surrounding the fusion reaction in future reactors. That blanket could be used to produce tritium, a rare hydrogen isotope needed as fuel for many proposed fusion systems. Understanding how tritium interacts with FLiBe at the molecular level is an important step toward producing and recovering enough of it to sustain fusion reactors.