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physics.geo-ph2024★ 11 cited
Melting Temperature of Iron Under the Earth's Inner Core Condition from Deep Machine Learning
Fulun Wu, Cai-Zhuang Wang, Kai-Ming Ho +3
Constraining the melting temperature of iron under Earth's inner core conditions is crucial for understanding core dynamics and planetary evolution. Here, we develop a deep potenti…
physics.geo-ph2024★ 11 cited
Deep-learning-based prediction of the tetragonalcubic transition in davemaoite
Fulun Wu, Yang Sun, Tianqi Wan +2
Davemaoite, i.e., perovskite (CaPv), is the third most abundant phase in the lower mantle and exhibits a tetragonal-cubic phase transition at high pressures and temperatu…