Jie Deng

Assistant Professor of Geosciences
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Title: Assistant Professor of Geosciences

Position: Faculty, Department of Geosciences

Area(s): Geophysics

Research Summary:  Jie Deng received his Ph.D. in geophysics from Yale University in 2019. Jie uses atomistic simulations, machine learning, and laboratory experiments to study material properties and key processes underlying the formation and evolution of planetary bodies, including phase transitions, element partitioning, and isotope fractionation. His recent work combines machine learning, and ab initio molecular dynamics to model the melting and crystallization processes of bridgmanite, with application to the magma ocean process and early evolution of terrestrial planets.

Keywords: atomistic simulations, high pressure, machine learning, mineral physics