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In this study, we employ the thermodynamic topological method to classify critical points for the dyonic AdS black holes with quasitopological electromagnetism in the Einstein-Gauss-Bonnet background. To this end, we find a small/large black hole phase transition in all dimensions of space-time, the existence of a conventional critical point implies a total topological charge of Qₜ=-1. The coupling constant α gives rise to a more intricate phase structure, with the emergence of a triple points requires α≥0.5 and $d=6$. Interestingly, the condition for the occurrence of small/intermediate/large phase transition is that the coupling constant a takes a special value (α=0.5), the two conventional critical points CP₁,CP₂ of the black hole are physical critical point, and the novel critical point CP₃ that lacks the capability to minimize the Gibbs free energy. The critical points CP₁ and CP₂ are observed to occur at the maximum extreme points of temperature in the isobaric curve, while the critical point CP₃, emerges at the minimum extreme points of temperature. Furthermore, the number of phases at the novel critical point exhibits an upward trend, followed by a subsequent decline at the conventional critical points. With the increase of the coupling constant (α = 1), although the system has three critical points, only the conventional CP₁ is a (physical) critical point, and the conventional CP₂ serves as the phase annihilation point. This means that the coupling constant α has a non-negligible effect on the phase structure.
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Chen et al. (2024) studied this question.
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