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A systematical ab initio analysis on MP2O7(M =Ti,Hf)is presented in this work.Density functional theory(DFT)computations were performed for the electronic,mechanical and thermal properties of MP2O7.Heterogeneous bonding nature of MP2O7 was revealed by examining the structural and electronic properties,M-O bonds were weaker than P-O bonds.