Since the very recent discovery of unconventional superconductivity in twisted WSe homobilayers at filling , considerable interest has arisen in revealing its mechanism. In this paper, we developed a three-band tight-binding model with non-trivial band topology by direct Wannierization of the low-energy continuum model. Incorporating both onsite Hubbard repulsion and next-nearest-neighbor attraction, we then performed a mean-field analysis of the microscopic model and obtained a phase diagram qualitatively consistent with the experiment results. For zero or weak displacement field, the ground state is a Chern number topological superconductor in the Altland-Zirnbauer A-class (breaking time-reversal but preserving total symmetry) with inter-valley pairing dominant in -wave (mixing with a subdominant -wave) component. For a relatively strong displacement field, the ground state is a correlated insulator with the antiferromagnetic order. Our results provide new insights into the nature of the twisted WSe systems and suggest the need for further theoretical and experimental explorations.

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