“…The above-mentioned unavoidable technical and physical issues encountered by experiments can be circumvented by the first-principles calculations based on density functional theory (DFT), which can yield the accurate Δ f G values for various transition-metal oxides and hydroxides if a precise enough electronic interaction potential (called as electronic density functional in DFT) is applied. ,,− The recently simulated transition-metal Poubaix diagrams not only can comprehensively explain a lot of electrochemical observations reported in previous decades but also have been widely used by many recent electrochemical experiments in the fields of, e.g., corrosion, catalysis, and clean energy to guide the design, synthesis, and characterization analysis of various transition-metal compounds. − Those new first-principles diagrams even have been used in the geological field to understand the rock weathering mechanisms in acid rains on both the ancient Earth and Mars, e.g., the dissolution of Ni oxides and the formation of magnetite (a Fe 3 O 4 -based mineral). ,, The first-principles electrochemical phase diagrams can be further used to study more complex transition-metal systems, e.g., conventional Ni–Cr alloys, multiprincipal element alloys, , complex compounds, and nanoscale passivating films, and have successfully helped precisely understand many passivation, corrosion, and precipitation behaviors, as well as their dependence on both material state and environmental condition. Such success in the thermodynamic and electrochemical calculations of transition-metal systems encourages the use of DFT to obtain reliable Δ f G data for all possible actinide oxides, which can bring the fundamental and historical contribution to the related nuclear fields.…”